taming macroeconomic instability monetary and macro prudential policy interactions in an agent based model abstract we develop an agent based model to study the macroeconomic impact of alternative macro prudential regulations and their possible interactions with different monetary policy rules the aim is to shed light on the most appropriate policy mix to achieve the resilience of the banking sector and foster macroeconomic stability simulation results show that a triple mandate taylor rule focused on output gap inflation and credit growth and a basel iii prudential regulation is the best policy mix to improve the stability of the banking sector and smooth output fluctuations moreover we consider the different levers of basel iii and their combinations we find that minimum capital requirements and counter cyclical capital buffers allow to achieve results close to the basel iii first best with a much more simplified regulatory framework finally the components of basel iii are non additive the inclusion of an additional lever does not always improve the performance of the macro prudential regulation

price dynamics financial fragility and aggregate volatility within a standard framework a la arrow debreu we investigate the dynamics emerging from the interactions of heterogeneous households and firms that are adaptive price setters and financially constrained we show that depending on the stringency of the financial constraints the model can settle in two very different regimes one characterized by equilibrium the other by disequilibrium and financial fragility we then investigate how the structure of the production network affects the emergence of aggregate volatility from micro level price and financial shocks hence providing a dynamical counterpart to recent results of acemoglu and al 2012

does fiscal policy matter tax transfer and spend in a macro abm with capital and credit we investigate compare and contrast the emerging properties of a macroeconomic agent based model along the lines of assenza et al 2015 journal of economic dynamics and control 50 5 28 when the government experiments with different policy configurations i tax and transfer ii tax transfer and spend and iii the implementation of a fiscal rule such as a stylized stability and growth pact in some of the scenarios considered a remarkable property can be detected which we label the balanced budget emerging property the scale of activity in the aggregate gdp employment and unemployment rate is such that a balanced budget emerges spontaneously the strong implication of this property is that the fiscal authority is able to target gdp and the unemployment rate a result reminiscent of the blinder solow framework it is worth noting however that there are many departures from the rule which we have detected by carrying out the sensitivity analysis

rational heuristics expectations and behaviors in evolving economies with heterogeneous interacting agents we analyze the individual and macroeconomic impacts of heterogeneous expectations and action rules within an agent based model populated by heterogeneous interacting firms agents have to cope with a complex evolving economy characterized by deep uncertainty resulting from technical change imperfect information coordination hurdles and structural breaks in these circumstances we find that neither individual nor macroeconomic dynamics improve when agents replace myopic expectations with less naive learning rules our results suggest that fast and frugal robust heuristics may not be a second best option but rather rational responses in complex and changing macroeconomic environments jel c63 d8 e32 e6 o4

network models and financial stability abstract systemic risk is a key concern for central banks charged with safeguarding overall financial stability in this paper we investigate how systemic risk is affected by the structure of the financial system we construct banking systems that are composed of a number of banks that are connected by interbank linkages we then vary the key parameters that define the structure of the financial system including its level of capitalisation the degree to which banks are connected the size of interbank exposures and the degree of concentration of the system and analyse the influence of these parameters on the likelihood of knock on defaults first we find that the better capitalised banks are the more resilient is the banking system against contagious defaults and this effect is non linear second the effect of the degree of connectivity is non monotonic i e initially a small increase in connectivity increases the contagion effect but after a certain threshold value connectivity improves the ability of a banking system to absorb shocks third the size of interbank liabilities tends to increase the risk of knock on default even if banks hold capital against such exposures fourth more concentrated banking systems are shown to be prone to larger systemic risk all else equal in an extension to the main analysis we study how liquidity effects interact with banking structure to produce a greater chance of systemic breakdown we finally consider how the risk of contagion might depend on the degree of asymmetry tiering inherent in the structure of the banking system a number of our results have important implications for public policy which this paper also draws out

what is capital flight this paper offers a definitive distinction between capital flight and capital outflows it unifies and synthesises the capital flight concept as used in both theoretical and empirical work and shows that various definitions have two common elements these are 1 capital flight is a subset of capital outflows from developing countries by its residents 2 these outflows must be motivated by risks and uncertainties that are peculiar to developing countries the former points to the counter intuitive nature of these outflows the latter gives these counterintuitive outflows explanation we then propose an econometric method to measure this concept and illustrate its use by applying it to korea

managerial overconfidence in initial public offering decisions and its impact on macrodynamics and financial stability analysis using an agent based model abstract in this study we build a macroeconomic agent based model that is calibrated for the specific case of poland to explore whether the overconfidence of top corporate managers in the context of their initial public offering ipo decisions is detrimental for the firms being managed in this way the financial market dynamics and the selected macroeconomic indicators we found a contradiction between the micro and macro impacts of overconfidence overconfident firms showed better performance in terms of output than other firms but were also more exposed to stock market volatility thereby making them more likely to default the higher default rates of overoptimistic firms negatively impacted the banking sector and increased financial instability finally we ran policy shocks and showed that increased financial instability can be offset by strengthening the regulation of the banking sector

trade credit bank lending and monetary policy transmission this paper investigates the role of trade credit in the transmission of monetary policy most models of the transmission mechanism allow the firm to access only financial markets or bank lending according to some net worth criterion in our model we introduce trade credit as an additional source of funding we predict that when monetary policy tightens there will be a reduction in market and bank lending and an increase in trade credit this is confirmed with an empirical investigation of 16 000 manufacturing firms

sulfur dioxide control by electric utilities what are the gains from trade title iv of the 1990 clean air act amendments caaa established a market for transferable sulfur dioxide so2 emission allowances among electric utilities this market offers firms facing high marginal abatement costs the opportunity to purchase the right to emit so2 from firms with lower costs and this is expected to yield cost savings compared to a command and control approach to environmental regulation this paper uses econometrically estimated marginal abatement cost functions for power plants affected by title iv of the caaa to evaluate the performance of the so2 allowance market specifically we investigate whether the much heralded fall in the cost of abating so2 compared to original estimates can be attributed to allowance trading we demonstrate that for plants that use low sulfur coal to reduce so2 emissions technical change and the fall in prices of low sulfur coal have lowered marginal abatement cost curves by over 50 percent since 1985 the flexibility to take advantage of these chan

interbank market liquidity and central bank intervention we develop a simple model of the interbank market where banks trade a long term safe asset when there is a lack of opportunities for banks to hedge idiosyncratic and aggregate liquidity shocks the interbank market is characterized by excessive price volatility in such a situation a central bank can implement the constrained efficient allocation by using open market operations to fix the short term interest rate it can be constrained efficient for banks to hoard liquidity and stop trading with each other if there is sufficient uncertainty about aggregate liquidity demand compared to idiosyncratic liquidity demand

fiscal policy and business cycle characteristics in a heterogeneous agent macro model abstract this paper explores the macroeconomic implications of changing fiscal policy in a heterogeneous interacting agent hia model the key contributions to the existing hia complex adaptive trivial system cats literature include the addition of a progressive income tax structure an expanded role for redistribution and a stylized reactive government sector in certain specifications deficit financed tax cuts are shown to effectively shorten recessions while deficit financed spending stimulus is able to lengthen recoveries alternative specifications provide ambiguous support for generalizing the effectiveness of these policy treatments robustness checks support the general findings that increased redistribution towards the unemployed results in higher unemployment rates greater inequality and shorter contractions

arab external investments relation to national wealth estimation and consequences abstract the purpose of the paper is to shed some light on the issue of repatriation of arab external investments we do that by first relating these investments to the concept of arab national wealth and then by providing estimates of their size and analyses of their consequences and factors affecting their home return the paper puts the total value of capital outflows from the arab countries during 1975 2000 at between us 212 and 323 billion the prime factor that not only could affect the home return of arab capital but also the attraction of foreign capital is higher risk adjusted marginal productivity of capital through improvements in the efficiency of arab investments the paper reaffirms that this could come about by diversification of the economic structure financial development political liberalization and a leading role for the private sector

climate change financial stability and monetary policy using a stock flow fund ecological macroeconomic model we analyse i the effects of climate change on financial stability and ii the financial and global warming implications of a green qe programme emphasis is placed on the impact of climate change damages on the price of financial assets and the financial position of firms and banks the model is estimated and calibrated using global data and simulations are conducted for the period 2015 2115 four key results arise first by destroying the capital of firms and reducing their profitability climate change is likely to gradually deteriorate the liquidity of firms leading to a higher rate of default that could harm both the financial and the non financial corporate sector second climate change damages can lead to a portfolio reallocation that can cause a gradual decline in the price of corporate bonds third financial instability might adversely affect credit expansion and the investment in green capital with adverse feedback effects on climate change fourth the implementation of a green qe programme can reduce climate induced financial instability and restrict global warming the effectiveness of this programme depends positively on the responsiveness of green investment to changes in bond yields

an interdisciplinary model for macroeconomics macroeconomic modelling has been under intense scrutiny since the great financial crisis when serious shortcomings were exposed in the methodology used to understand the economy as a whole criticism has been levelled at the assumptions employed in the dominant models particularly that economic agents are homogeneous and optimizing and that the economy is equilibrating this paper seeks to explore an interdisciplinary approach to macroeconomic modelling with techniques drawn from other natural and social sciences specifically it discusses agent based modelling which is used across a wide range of disciplines as an example of such a technique agent based models are complementary to existing approaches and are suited to answering macroeconomic questions where complexity heterogeneity networks and heuristics play an important role

the effects of interbank networks on efficiency and stability in a macroeconomic agent based model we develop a macroeconomic agent based model that consists of firms banks unions and households who interact on labour goods credit and interbank markets the model endogenises pricing decisions by firms wage setting by unions and interest rate setting by banks on both firm and interbank lending banks also set leverage targets and precautionary liquidity buffers on the basis of internal risk models our model produces endogenous fluctuations driven by the pricing behaviour of firms and the wage setting behaviour of unions fluctuations lead to loan defaults which are exacerbated as lenders reduce lending and charge higher interest rates inducing a credit crunch we also study how making the inter banking network more connected affects the key outcomes of the economy and find that while the flow of funds from surplus banks to firms can be increased the latter effect is soon dominated by increasing instability in the real sector as firms default at higher rates while the banking sector experiences fewer defaults as a whole losses on the interbank market increase as a source of bank defaults

fiscal and monetary policies in complex evolving economies what is the most appropriate combination of fiscal and monetary policies in economies subject to banking crises and deep recessions we study this issue using an agent based model that is able to reproduce a wide array of macro and micro empirical regularities simulation results suggest that policy mixes associating unconstrained counter cyclical fiscal policy and monetary policy targeting employment is required to stabilise the economy we also show that discipline guided fiscal rules can be self defeating as they depress the economy without improving public finances finally we find that the effects of monetary and fiscal policies become sharper as the level of income inequality increases

capital flight in the presence of domestic borrowing evidence from eastern european economies summary we estimate capital flight from 10 central and eastern european countries for the period 1996 2009 capital flight from the transition economies is mainly an economic phenomenon driven by differences in interest rates and investors perceptions of economic conditions in their countries as well as by the ease with which they are able to obtain funds that can be transferred overseas through domestic loans and capital inflows domestic credit expansion is an important source of financing for capital flight paradoxically financial liberalization has fueled rather than reduced capital flight by reducing its costs and increasing the funds that can be moved abroad

financial fragility and distress propagation in a network of regions we investigate how the financial fragility in the real economy is affected by the average level of interdependence among agents across different regions of the economy to this end we develop a parsimonious agent based model of firms and banks organized in geographic regions the model is built on the framework of an existing class of models for business fluctuations the goal of our exercise is to clarify the effect on systemic failures of the interplay between network interconnectedness and financial acceleration in particular we investigate the probability of individual and systemic failures with varying levels of interconnectedness we find that in the absence of financial acceleration connectivity makes the system more resilient in contrast in the presence of financial acceleration the probability of both individual and systemic failures are minimized at intermediate level of diversification

key sectors in input output production networks an application to brexit this paper presents the first detailed and holistic description of the european production network epn and provides different rankings of the most systemically important industries involved in brexit employing techniques of complex networks analysis and input output traditional tools the study identifies those industries that are key in the complex structure of the uk eu trade relationships the method developed would help policy makers to better understand which tariff would have a more distortive impact which export sector should be pushed which imports should be safeguarded such information may have foremost importance in the negotiations between the uk and eu our findings suggest that brexit would be not just a problem for the uk as it is often portrayed but any form of brexit could propagate affecting the global production system further by inspecting industries centrality within the epn we find that the uk could be less exposed to trade barriers than eu countries

a fiscal federalism analysis of debt policies by sovereign regional governments this paper takes a fiscal federalism approach to analyzing debt issue by subfederal regional governments households have a short run attachment to a particular region but are free to migrate between regions in the long run regional governments choose their fiscal policies independently it is shown that the nash equilibrium of regional fiscal policies is one where migration is efficient and households are insured against the idiosyncratic part of shocks occurring in the region in which they live however regional governments issue too much debt relative to the level that would be issued under a coordinated policy such as that which might be carried out by a federal government

bank linkages and international trade abstract we uncover a new channel through which international finance is related to trade the formation of international bank linkages increases exports bank linkages are measured for each pair of countries in each year as a number of bank pairs in these two countries that are connected through cross border syndicated lending using a gravity approach to model trade for 66 countries over 24 years with a full set of fixed effects source year target year source target we find that new connections between banks in a given country pair lead to an increase in trade flows between these countries in the following year and to trade diversions from countries competing for similar imports we conjecture that the mechanism for this effect is the role bank linkages play in reducing export risk and present evidence supporting this conjecture in particular using industry level trade data and controlling for country pair year and industry fixed effects we find that new bank linkages have larger impacts on trade in industries which tend to be subject to more export risk for u s banks we can show that bank linkages are positively associated with foreign letter of credit exposures

a macroeconomic model with a financial sector this paper studies a macroeconomic model in which financial experts borrow from less productive agents we pursue four sets of results i the economy is prone to instability and occasionally enters volatile episodes as volatility spikes agents precautionary motive increases depressing prices even further log linear approximations fail to capture these non linear effects that can cause economies to be significantly depressed for long periods of time ii endogenous risk during volatile episodes increases asset price correlations iii financial experts impose a negative externality on each other and on the labor sector by not maintaining adequate capital cushion and funding structure iv while risk sharing within the financial sector through securitization and derivatives contracts reduces many inefficiencies it can also amlify systemic risks

stock market booms endogenous credit creation and the implications of broad and narrow banking for macroeconomic stability abstract in this paper we study the implications of the present broad banking system for macroeconomic stability we show that when commercial banks are allowed to trade in financial assets here equities as a substitute for traditional lending the macroeconomic system is likely to be an unstable one we then consider a narrow banking system defined by a fisherian 100 percent reserve ratio for checkable deposits and the ban for commercial banks from trading in stocks and other financial assets within the stylized theoretical framework set up here we show that in the second system macroeconomic stability is guaranteed by some weak assumptions on the behavior of economic agents moreover while a sufficient loan supply can be guaranteed in such a framework the rationale for bank runs can be eliminated in contrast to what is likely to happen under traditional broad banking though narrow banking is an extreme banking system unlikely to be adopted in the short run its features highlight the stability and efficiency properties that the separation between commercial and investment banking bring about

the impressive contribution of canadian economists to fiscal federalism theory and policy the study of fiscal federalism has been central to the research of canadian economists since the rowell sirois report to mark the 50th anniversary of the founding of the canadian economics association it is fitting to take stock of their contributions we focus on the period since 1982 and emphasize the main scholarly publications of an inclusive array of canadian economists and economists in canadian universities our attention is devoted to applications in the context of federal and provincial governments setting aside related issues in municipal government finance we briefly discuss instances where the fiscal federalism literature has informed policy debates including through policy research institutes government commissions and international organizations la contribution impressionnante des economistes canadiens a la theorie et a la politique du federalisme fiscal l etude du federalisme fiscal a ete un element central de la recherche des economistes canadiens depuis la commission rowell sirois au moment de celebrer le 50eme anniversaire de la fondation de l association canadienne d economique le moment est approprie pour prendre la mesure de leurs contributions on se concentre sur la periode apres 1982 et on souligne les principales publications savantes d un ensemble inclusif d economistes canadiens et d economistes dans les universites canadiennes une attention particuliere est portee aux applications dans le contexte federal et provincial mettant de cote les enjeux relies a la finance municipale on discute brievement des instances ou la litterature sur le federalisme fiscal a eclaire les debats de politiques publiques y compris a travers les instituts de recherche sur les politiques publiques les commissions gouvernementales et les organisations internationales

towards a credit network based early warning indicator for crises this paper presents an agent based model which underlines the importance of credit network and leverage dynamics in determining the resilience of the system defining an early warning indicator for crises the model reproduces macroeconomic dynamics emerging from the interactions of heterogeneous banks and firms in an endogenous credit network banks and firms are linked through multiple credit relations which derive from individual target leverage choices agents choose the more convenient leverage level according to a basic reinforcement learning algorithm simulations are calibrated on balance sheet data of banks and firms quoted in the japanese stock exchange markets from 1980 to 2012

cash flow investment and keynes minsky cycles this paper analyzes a dynamic model with 1 an investment function that emphasizes cash flow 2 a keynesian macroeconomic framework that determines cash flow endogenously 3 a dynamic labor market model that drives wage and price adjustments and 4 boundedly rational expectations simulations from the calibrated model generate endogenous cycles with characteristics described in hyman minsky s research the cycle arises from the link between investment interest rates debt service and cash flow the amplitude and frequency of the cycle are related to the importance of cash flow for investment the dynamics of inflation and the distribution of income

the impact of heterogeneous trading rules on the limit order book and order flows in this paper we develop a model of an order driven market where traders set bids and asks and post market or limit orders according to exogenously fixed rules agents are assumed to have three components to the expectation of future asset returns namely fundamentalist chartist and noise trader furthermore agents differ in the characteristics describing these components such as time horizon risk aversion and the weights given to the various components the model developed here extends a great deal of earlier literature in that the order submissions of agents are determined by utility maximisation rather than the mechanical unit order size that is commonly assumed in this way the order flow is better related to the ongoing evolution of the market for the given market structure we analyze the impact of the three components of the trading strategies on the statistical properties of prices and order flows and observe that it is the chartist strategy that is mainly responsible of the fat tails and clustering in the artificial price data generated by the model the paper provides further evidence that large price changes are likely to be generated by the presence of large gaps in the book

a theory of the consumption function with and without liquidity constraints fifteen years ago milton friedman s 1957 treatise a theory of the consumption function seemed badly dated dynamic optimization theory had not been employed much in economics when friedman wrote and utility theory was still comparatively primitive so his statement of the permanent income hypothesis never actually specified a formal mathematical model of behavior derived explicitly from utility maximization instead friedman relied at crucial points on intuition and verbal descriptions of behavior although these descriptions sounded plausible when other economists subsequently found multiperiod maximizing models that could be solved explicitly the implications of those models differed sharply from friedman s intuitive description of his model furthermore empirical tests in the 1970s and 1980s often rejected these rigorous versions of the permanent income hypothesis in favor of an alternative hypothesis that many households simply spent all of their current income today with the benefit of a further round of mathematical and computational advances friedman s 1957 original analysis looks more prescient than primitive it turns out that when there is meaningful uncertainty in future labor income the optimal behavior of moderately impatient consumers is much better described by friedman s original statement of the permanent income hypothesis than by the later explicit maximizing versions furthermore in a remarkable irony much of the empirical evidence that rejected the permanent income hypothesis as specified in tests of the 1970s and 1980s is actually consistent both with friedman s original description of the model and with the new version with serious uncertainty there are four key differences between the explicit maximizing models

budgetary rigour with stimulus in lean times policy advices from an agent based model abstract the 2008 financial crisis and the subsequent global recession triggered a wide spread economic and political debate on the proper policy combination to deal with the crisis and to prevent similar ones in the future probably the main dispute has been around the use of fiscal instruments in order to foster growth while keeping public debt under control the european union for instance endorsed austerity measures for fiscal consolidation but has been sharply criticized by several scholars this paper aims at contributing to the current debate by presenting the outcomes of a computational study performed with the eurace agent based model we set up an experiment with two base policy scenarios i e stability and growth pact and fiscal compact incrementally enriching them with complementary policies which relax fiscal rigidity and introduce quantitative easing results show that budgetary rigour performs well if and only if some mechanisms of fiscal relaxation and monetary accommodation are considered during bad times thus confirming in a richer and more realistic model setting the fundamental tenet of keynesian economics about the importance of sustaining aggregate demand during recessions

a network analysis of the italian overnight money market the objective of this paper is to analyse the network topology of the italian segment of the european overnight money market through methods of statistical mechanics applied to complex networks we investigate differences in the activities of banks of different sizes and the evolution of their connectivity structure over the maintenance period the main purpose of the analysis is to establish the potential implications of the current institutional arrangements on the stability of the banking system and to assess the efficiency of the interbank market in terms of absence of speculative and preferential trading relationships

debt cycles instability and fiscal rules a godley minsky synthesis wynne godley and hyman minsky were two macroeconomists who saw the crisis coming this paper develops a simple macrodynamic model that synthesises some key perspectives of their analytical frameworks the model incorporates godley s financial balances approach and postulates that private sector s propensity to spend is driven by a stock flow norm the target net private debt to income ratio that changes endogenously via a minsky mechanism it also includes two fiscal rules a maastricht type fiscal rule according to which the fiscal authorities adjust the government expenditures based on a target net government debt ratio and a godley minsky fiscal rule which links government expenditures with private indebtedness following a counter cyclical logic the analysis shows that i the interaction between the propensity to spend and net private indebtedness can generate cycles and instability ii instability is more likely when the propensity to spend responds strongly to deviations from the stock flow norm and when the expectations that determine the stock flow norm are highly sensitive to the economic cycle iii the maastricht type fiscal rule is destabilising while the godley minsky fiscal rule is stabilising iv the paradox of debt can apply both to the private sector and the government sector

policy watch the repeal of glass steagall and the advent of broad banking enactment of the gramm leach bliley act glba in november 1999 effectively repealed the long standing prohibitions on the mixing of banking with securities or insurance businesses and thus permits broad banking we attribute repeal of these prohibitions to the increasingly persuasive evidence from academic studies of the pre glass steagall era the recent favorable experience in the united states following partial deregulation of banking activities the experience of banking systems abroad with broader scopes for banking activities and rapid technological change in telecommunications and data processing how regulators will in practice coordinate their efforts so that the safety and soundness of the banking system is maintained efficiently remains to be seen

short and medium term financial real cycles an empirical assessment 2019 elsevier ltd theories such as minsky s financial instability hypothesis or new keynesian financial accelerator models assign a key role to financial factors in business cycle dynamics we propose a simple var based estimation framework to examine some of the financial real interaction mechanisms that are at the core of these theories we examine cycle frequencies in seven oecd countries over the period 1970 2015 and find that output contains short and medium business cycle frequencies while interest rates business debt and household debt exhibit short medium and long cycles respectively we find robust evidence for financial real interaction mechanisms i at high frequencies between interest rates and gdp in australia and the usa and ii at medium frequencies between business debt and gdp in canada and great britain the effect of interest rates and debt seems to operate via investment rather than consumption we find no evidence for an interaction mechanism between household debt and gdp our results provide support for minskyan and financial accelerator models in which output interacts with interest rates or corporate debt

are output growth rate distributions fat tailed some evidence from oecd countries this work explores some distributional properties of aggregate output growth rate time series we show that in the majority of oecd countries output growth rate distributions are well approximated by symmetric exponential power densities with tails much fatter than those of a gaussian fat tails robustly emerge in output growth rates independently of i the way we measure aggregate output ii the family of densities employed in the estimation iii the length of time lags used to compute growth rates we also show that fat tails still characterize output growth rate distributions even after one washes away outliers autocorrelation and heteroscedasticity

measuring the covariance risk of consumer debt portfolios abstract the covariance risk of consumer loans is difficult to measure due to high heterogeneity using the chilean household finance survey i simulate the default conditions of heterogeneous households over distinct macro scenarios i show that consumer loans have a high covariance beta relative to the stock market and bank assets banks loan portfolios have very different covariance betas with some banks being prone to high risk during recessions high income and older households have lower betas and help diversify banks portfolios households covariance risk increases the probability of being rejected for credit and has a negative impact on loan amounts

saving and liquidity constraints this paper is concerned with the theory of saving when consumers are not permitted to borrow and with the ability of such a theory to account for some of the stylized facts of saving behavior the models presented in the paper seem to account for important aspects of reality that are not explained by traditional life cycle models copyright 1991 by the econometric society

trade credit and the bank lending channel the bank lending channel theory posits that during monetary contractions banks restrict some firms loans thus reducing their desired investment independently of interest rates previous research finds small firms reduce while large firms accelerate loan growth we find that small firms increase trade credit a substitute credit indicating a strong loan demand it supports the bank lending channel they do not voluntarily cut bank loans since they increase a less desirable alternative using trade credit is propitious since unlike commercial paper investigated by previous researchers it is widely used by the small firms suffering the loan decline surprisingly we also find large firms increase trade credit a puzzle since they are typically assumed to have wide access to other credit using individual manufacturing firm data we find the reasons large firms use trade credit are financial in nature those without a bond rating increase trade credit that is without access to open market credit as relatively few firms have this mark of quality it implies that more firms are affected by credit constraints than previously believed

income distribution credit and fiscal policies in an agent based keynesian model this work studies the interactions between income distribution and monetary and fiscal policies in terms of ensuing dynamics of macro variables gdp growth unemployment etc on the grounds of an agent based keynesian model the direct ancestor of this work is the keynes meeting schumpeter formalism presented in dosi et al 2010 to that model we add a banking sector and a monetary authority setting interest rates and credit lending conditions the model combines keynesian mechanisms of demand generation a schumpeterian innovation fueled process of growth and minskian credit dynamics the robustness of the model is checked against its capability to jointly account for a large set of empirical regularities both at the micro level and at the macro one the model is able to catch salient features underlying the current as well as previous recessions the impact of financial factors and the role in them of income distribution we find that different income distribution regimes heavily affect macroeconomic performance more unequal economies are exposed to more severe business cycles fluctuations higher unemployment rates and higher probability of crises on the policy side fiscal policies do not only dampen business cycles reduce unemployment and the likelihood of experiencing a huge crisis in some circumstances they also affect positively long term growth further the more income distribution is skewed toward profits the greater the effects of fiscal policies about monetary policy we find a strong non linearity in the way interest rates affect macroeconomic dynamics in one regime with low rates changes in interest rates are ineffective up to a threshold beyond which increasing the interest rate implies smaller output growth rates and larger output volatility unemployment and likelihood of crises

business fluctuations in a behavioral switching model gridlock effects and credit crunch phenomena in financial networks abstract in this paper we characterize the evolution over time of a credit network in the most general terms as a system of interacting banks and firms operating in a three sector economy with goods credit and interbank market credit connections change over time via an evolving fitness measure depending from lenders supply of liquidity and borrowers demand of credit moreover an endogenous learning mechanism allows agents to switch between a loyal or a shopping around strategy according to their degree of satisfaction the crucial question we investigate is how financial bubbles and credit crunch phenomena emerge from the implemented mechanism

inequality household debt and financial instability an agent based perspective abstract our paper contributes to the literature on the causes of the 2007 2008 financial crisis in the united states by means of an agent based model we replicate an artificial credit network economy in order to assess the impact of growing income inequality in the presence of peer effects and home equity borrowing we show that the resulting debt financed consumption boom jeopardises the stability of the economic system thus paving the way for a financial crisis our model includes a behavioural rule for consumption based on expenditure cascades a hierarchical structure of household finance an articulated credit market with collateralised consumption loans and mortgages and a simple housing market results show that the model is able to capture the economic and social pressure of inequality on low and middle income households that pushes them to increase their consumption via home equity extraction rising non performing loans lead to higher bad debt on the banks balance sheets and consequently to the emergence of a crisis as an endogenous dynamic

why are distributions of firm growth rates tent shaped abstract recent empirical analyses on different datasets have revealed a common exponential behavior in the shape of the probability density of the corporate growth rates we present new evidence on this topic from the italian manufacturing industry and propose a very simple mechanism that under rather general assumptions provides a robust explanation for the observed regularities

a new approach to business fluctuations heterogeneous interacting agents scaling laws and financial fragility abstract in this paper we discuss a scaling approach to business fluctuations our starting point consists in recognizing that concepts and methods derived from physics have allowed economists to re discover a set of stylized facts which have to be satisfactorily accounted for in their models standard macroeconomics based on a reductionist approach centered on the representative agent is definitely badly equipped for this task on the contrary we show that a simple financial fragility agent based model based on complex interactions of heterogeneous agents is able to replicate a large number of scaling type stylized facts with a remarkable high degree of statistical precision

liquidity efficiency and bank bailouts governments can efficiently provide liquidity as when the banking system is bailed out we study a model in which not all assets can be used to purchase all other assets at every date agents sometimes want to sell projects the market price of the projects sold depends on the supply of liquidity which is determined in general equilibrium while private liquidity provision is socially beneficial since it allows valuable reallocations it is also socially costly since liquidity suppliers could have made more efficient investments ex ante there is a role for the government to supply liquidity by issuing government securities

the effect of the interbank network structure on contagion and common shocks abstract this paper proposes a dynamic multi agent model of a banking system with central bank banks optimize a portfolio of risky investments and riskless excess reserves according to their risk return and liquidity preferences they are linked via interbank loans and face stochastic deposit supply comparing different interbank network structures it is shown that money centre networks are more stable than random networks evidence is provided that the central bank stabilizes interbank markets in the short run only systemic risk via contagion is compared with common shocks and it is shown that both forms of systemic risk require different optimal policy responses

a basic new keynesian dsge model with dispersed information an agent based approach abstract the aim of this paper is to bridge macro agent based models with mainstream macroeconomic models by agentifying the baseline new keynesian dsge model the model features multiple boundedly rational optimizing agents and is analyzed through numerical simulations we exploit the flexibility of agent based modeling to explore the effect of dispersed information on the learning process and on macroeconomic outcomes we find that with dispersed information monetary and fiscal policy acquire the role of public signals

winter is possibly not coming mitigating financial instability in an agent based model with interbank market abstract we develop a macroeconomic agent based model to study how financial instability can emerge from the co evolution of interbank and credit markets and the policy responses to mitigate its impact on the real economy the model is populated by heterogenous firms consumers and banks that locally interact in different markets in particular banks provide credit to firms according to a basel ii or iii macro prudential frameworks and manage their liquidity in the interbank market the central bank performs monetary policy according to different types of taylor rules we find that the model endogenously generates market freezes in the interbank market which interact with the financial accelerator possibly leading to firm bankruptcies banking crises and the emergence of deep downturns this requires the timely intervention of the central bank as a liquidity lender of last resort moreover we find that the joint adoption of a three mandate taylor rule tackling credit growth and the basel iii macro prudential framework is the best policy mix to stabilize financial and real economic dynamics however as the liquidity coverage ratio spurs financial instability by increasing the pro cyclicality of banks liquid reserves a new counter cyclical liquidity buffer should be added to basel iii to improve its performance further finally we find that the central bank can also dampen financial instability by employing a new unconventional monetary policy tool involving active management of the interest rate corridor in the interbank market

the financial accelerator in an evolving credit network we model a credit network characterized by credit relationships connecting i downstream d and upstream u firms and ii firms and banks the net worth of d firms is the driver of fluctuations the production of d firms and of their suppliers u firms in fact is constrained by the availability of internal finance proxied by net worth to the d firms the structure of credit interlinkages changes over time due to an endogeneous process of partner selection which leads to the polarization of the network at the aggregate level the distribution of growth rates exhibits negative skewness and excess kurtosis when a shock hits the macroeconomy or a significant group of agents in the credit network a bankruptcy avalanche can follow if agents leverage is critically high in a nutshell we want to explore the properties of a network based financial accelerator

faraway so close coupled climate and economic dynamics in an agent based integrated assessment model abstract in this work we develop an agent based model that offers an alternative to standard computable general equilibrium integrated assessment models iams the dystopian schumpeter meeting keynes dsk model is composed of heterogeneous firms belonging to capital good consumption good and energy sectors production and energy generation lead to greenhouse gas emissions which affect temperature dynamics climate damages are modelled at the individual level as stochastic shocks hitting workers labour productivity energy efficiency capital stock and inventories of firms in that aggregate damages emerge from the aggregation of losses suffered by heterogeneous interacting and boundedly rational agents the model is run focusing on a business as usual carbon intensive scenario consistent with a representative concentration pathway 8 5 we find that the dsk model is able to account for a wide ensemble of micro and macro empirical regularities concerning both economic and climate dynamics simulation experiments show a substantial lack of isomorphism between the effects of micro and macro level shocks as it is typical in complex system models in particular different types of shocks have heterogeneous impact on output growth unemployment rate and the likelihood of economic crises pointing to the importance of the different economic channel affected by the shock overall we report much larger climate damages than those projected by standard iams under comparable scenarios suggesting possible shifts in the growth dynamics from a self sustained pattern to stagnation and high volatility and the need of urgent policy interventions

book reniewstabilizing an unstable economy hyman p minsky a twentieth century fund report yale university press new haven and london pp xiv 353 35 00 cloth 14 95 paper

minsky models a structured survey minsky s ideas have recently gained prominence in the mainstream as well as in the heterodox literature however there exists no agreement upon the formal presentation of minsky s insights the aim of this paper is to survey the literature and identify differences and similarities in the ways through which minskyan ideas have been formalised we distinguish between the models that focus on the dynamics of debt or interest with no or a secondary role for asset prices and the models in which asset prices play a key role in the dynamic behaviour of the economy within the first category of models we make a classification between i the kalecki minsky models ii the kaldor minsky models iii the goodwin minsky models iv the credit rationing minsky models v the endogenous target debt ratio models and vi the minsky veblen models within the second category of models we distinguish between i the equity price minsky models and ii the real estate price minsky models key limitations of the models and directions for future research are outlined

financial regulations and bank credit to the real economy we present a new agent based model focusing on the linkage between the interbank market and the real economy with a stylised central bank acting as lender of last resort using this model we address the tradeoff between stability and economic performance for different structures of the interbank market we also explore the efficacy of recent regulatory reforms using our richer model our results suggest that the effects of regulatory leverage ratios on the banking sector s performance can vary in a complex and non monotonic way with the state of the economy the degree of connectivity of the interbank market and the amount of information available to market participants on bank risks

the price effects of monetary shocks in a network economy abstract empirical evidence shows monetary shocks have two temporary effects on the distribution of prices one the dispersion of cross section of prices increases in response to monetary shocks two some prices change in the wrong direction some prices decrease in response to positive monetary shocks and increase in response to negative monetary shocks we present a model that generates the two effects of monetary shocks on the distribution of prices as an out of equilibrium phenomena firms are related to each other through a production network monetary shocks change the working capital of a subset of firms and percolate to other firms through buyer seller linkages price dispersion increases because the percolation of a monetary shock through the production network causes prices to differentially deviate from their steady state values some prices change in the wrong direction because a shift in one firm s demand causes a shift in another firm s supply and vice versa thereby generating complicated chains of bi directional price changes monetary shocks can significantly disturb relative prices even when all prices are fully flexible

what drives markups evolutionary pricing in an agent based stock flow consistent macroeconomic model this paper studies coordination between firms in a multi sectoral macroeconomic model with endogenous business cycles firms are both in competition and interdependent and set their prices with a markup over unit costs markups are heterogeneous and evolve under market pressure we observe a systematic coordination within firms in each sector and between each sector the resulting pattern of relative prices are consistent with the labor theory of value those emerging features are robust to technology shocks

emergence of a core periphery structure in a simple dynamic model of the interbank market abstract this paper studies a simple dynamic model of interbank credit relationships starting from a given balance sheet structure of a banking system with a realistic distribution of bank sizes the necessity of establishing interbank credit connections emerges from idiosyncratic liquidity shocks banks initially choose potential trading partners randomly but over time form preferential relationships via an elementary reinforcement learning algorithm as it turns out the dynamic evolution of this system displays a formation of a core periphery structure with mainly the largest banks assuming the roles of money center banks mediating between the liquidity needs of many smaller banks statistical analysis shows that this evolving interbank market shares the majority of the salient characteristics of interbank credit relationship that have been put forth in recent literature preferential interest rates for borrowers with strong attachment to a lender may prevent the system from becoming extortionary and guarantee the survival of the small peripherical banks

public economics and the theory of public policy when james mirrlees and william vickrey were awarded the nobel prize in economics last year it marked only the third time that the award had gone to scholars of public sector economics in contrast to the reception given to the previous two winners ronald coase and james buchanan the news was greeted with some bewilderment by policy specialists once removed from the academic literature who are mirrlees and vickrey and what have they done that has been of lasting benefit to the study of public economics let alone of practical benefit to policy makers this seems to me to be a fair question coase after all had set out a conceptual approach to the study of externalities and transaction costs that has become an implicit part of the methodological baggage carried around by policy economists and policy makers alike buchanan was in part responsible for the welcome emphasis on institutions in public sector decision making and for insisting that politicians bureaucrats and voters are human beings with human motives the legacy of mirrlees and vickrey is less well known but i would argue it is every bit as profound their approach to the theory of economic policy which is grounded on the importance of imperfect information as a constraint on public policy has changed the very nature of public economics research and of its implications for economic

deleveraging crises and deep recessions a behavioural approach macroeconomic dynamics are characterized by alternating patterns of periods of relative stability and large swings standard micro founded macro economic models account for these patterns through exogenous and persistent shocks in this paper we develop a fully decentralized and micro founded macro economic agent based model augmented with an opinion model which produces endogenous waves of pessimism and optimism that feed back into firms leverage and households precautionary saving behaviour a major emergent property of our model is precisely the complex successions of stable and unstable macro economic regimes the model is further able to account for a wide spectrum of macro and micro empirical regularities within this framework we analyse a series of macro economic phenomena of key relevance in the current macro economic debate especially the occurrence of deleveraging crises and fisherian debt deflation recessions our analysis suggests that the relative dynamics of prices and wages and the resulting income distribution along a deflation ary path are critical determinants of the severity of the recession and the chances of recovery

credit chains and bankruptcy propagation in production networks abstract we present a simple model of a production network in which firms are linked by supplier customer relationships involving extension of trade credit our aim is to identify the minimal set of mechanisms which reproduce qualitatively the main stylized facts of industrial demography such as firms size distribution and at the same time the correlation over time and across firms of output growth and bankruptcies the behavior of aggregate variables can be traced back to the direct firm firm interdependence in this paper we assume that the number of firms is constant and the network has a periodic static structure but the framework allows further extensions to investigate which network structures are more robust against domino effects and if the network is let to evolve in time which structures emerge spontaneously depending on the individual strategies for orders and delivery

local public goods debt and migration abstract migration raises a potential free rider problem for the provision of durable local public goods if the latecomers can enjoy the public good without paying for it allowing communities to finance public goods by debt mitigates this problem since future immigrants have to share the burden of the debt however in equilibrium there will be over accumulation of local debt there may be more or less public good than at first best but conditional on the inefficiently high level of debt there will be too few public goods a competitive market for land reduces but does not in general eliminate the inefficiencies

the role of interbank markets in monetary policy a model with rationing the empirical research on monetary transmission has reported a number of puzzles challenging extant theoretical models of the transmission mechanism in this paper we argue that asymmetric information in the interbank market may be important to have a better understanding of the mechanisms at work in the transmission process we show that asymmetric information may induce an equilibrium with rationing this in turn has two major implications first it reconciles the apparent irresponsiveness of business investment to the user cost of capital with the large impact of monetary policy magnitude puzzle and second it shows that this impact will not be limited to short term credit supply but will also affect long term lending even if the corresponding interest rate is unaffected composition puzzle

a simple dynamic decentralized leadership model with private savings and local borrowing regulation abstract this paper considers a simple dynamic decentralized leadership model with local borrowing and regional productivity enhancing investment in this model the central government is benevolent but cannot commit to ex post intergovernmental transfer policies while local governments act strategically after accounting for the ex post motives of the central government we then investigate inefficiency in the subgame perfect equilibrium we analyze the effect of central control on local borrowing and show that central control is of no benefit because ex ante local taxation works to offset it we find the model yields different policy implications that central control is effective when extended to the case of residential mobility

leveraged network based financial accelerator abstract in this paper we build on the network based financial accelerator model of delli gatti et al 2010 modelling the firms financial structure following the dynamic trade off theory instead of the packing order theory moreover we allow for multiperiodal debt structure and consider multiple bank firm links based on a myopic preferred partner choice in case of default we also consider the loss given default rate lgdr we find many results i if leverage increases the economy is riskier ii a higher leverage pro cyclicality has a destabilizing effect iii a pro cyclical leverage weakens the monetary policy effect iv a central bank that wants to increase the interest rate should previously check if the banking system is well capitalized v an increase of the reserve coefficient has an impact similar to that produced by raising the policy rate but for the enlargement of bank reserves that improves the resilience of the banking system to shocks

agent based stock flow consistent macroeconomics towards a benchmark model abstract the paper moves from a discussion of the challenges posed by the crisis to standard macroeconomics and the solutions adopted within the dsge community although several recent improvements have enhanced the realism of standard models we argue that major drawbacks still undermine their reliability in particular dsge models still fail to recognize the complex adaptive nature of economic systems and the implications of money endogeneity the paper argues that a coherent and exhaustive representation of the inter linkages between the real and financial sides of the economy should be a pivotal feature of every macroeconomic model and proposes a macroeconomic framework based on the combination of the agent based and stock flow consistent approaches the papers aims at contributing to the nascent ab sfc literature under two fundamental respects first we develop a fully decentralized ab sfc model with several innovative features and we thoroughly validate it in order to check whether the model is a good candidate for policy analysis applications results suggest that the properties of the model match many empirical regularities ranking among the best performers in the related literature and that these properties are robust across different parameterizations second the paper has also a methodological purpose in that we try to provide a set or rules and tools to build calibrate validate and display ab sfc models

schumpeter meeting keynes a policy friendly model of endogenous growth and business cycles this paper studies an agent based model that bridges keynesian theories of demandgeneration and schumpeterian theories of technology fueled economic growth we employ the model to investigate the properties of macroeconomic dynamics and the impact of public polices on supply demand and the fundamentals of the economy we find profound complementarities between factors influencing aggregate demand and drivers of technological change that affect both short run fluctuations and longterm growth patterns from a normative point of view simulations show a corresponding complementarity between keynesian and schumpeterian policies in sustaining long run growth paths characterized by milder fluctuations and relatively lower unemployment levels the matching or mismatching between innovative exploration of new technologies and the conditions of demand generation appear to suggest the presence of two distinct regimes of growth or absence thereof characterized by different short run fluctuations and unemployment levels

stabilizing an unstable complex economy on the limitations of simple rules abstract this paper offers a systematic comparison of a wide range of leaning against the wind interest rate policy rules within a macroeconomic stock flow consistent agent based model the model generates endogenous booms and busts along credit cycles as feedback loops on aggregate demand affect the goods and the labor markets the real and the financial sides of the economy are closely interconnected the baseline scenario is able to qualitatively reproduce a wide range of stylized facts we show that a monetary policy rule that targets the movements in the net worth of firms significantly dampens the credit cycles and reduces the employment costs of financial crises because this indicator incorporates early signals of financial imbalances performances of this three mandate taylor rule are also more robust to the specific parameter values and regulatory framework than the standard dual mandate taylor rules nonetheless none of the policy rules under study completely eliminates the high employment costs of financial crises

disequilibrium dynamics an empirical study despite the amount of attention devoted in economics to the study of equilibria the process by which an equilibrium can be attained is not well understood stephen smale 1977 called this the fundamental problem of economic theory this paper explores the microeconomics of the adjustment process by examining empirically the disequilibrium behavior of firms implications for the microeconomic foundations of macroeconomics are stressed the data from german industry describe the month by month price and output changes of individual firms as well as the firms own assessments of the levels of their inventories and unfilled orders because the data are qualitative use is made of the multivariate conditional logit model developed by marc nerlove and s james press 1973 1976 and extended by kawasaki and zimmermann section i discusses the underlying model of firm behavior and the significance of the inquiry for macroeconomics in section ii the econometric techniques are briefly described in section iii the empirical results are summarized and interpretations of the results are offered in section iv

the agent based approach to post keynesian macro modeling the paper presents a survey of post keynesian pk agent based ab models and ab models with pk features it is argued that ab modeling is fully consistent with the pk approach and that the cross fertilization can benefit both areas of research the survey focuses on how the various models have faced the issues implied by adopting a bottom up approach in a traditionally aggregative structure and highlights the additional insights coming from this modeling strategy particular attention is devoted to stock flow consistent ab models for theivvr potential in defining a new benchmark for this type of research

between scylla and charybdis income distribution consumer credit and business cycles we introduce a macroeconomic model with heterogeneous households and an aggregate banking sector in order to analyze the impact of rising income inequality under different credit scenarios growing inequality produces debt led consumption boom dynamics when the banking sector is characterized by a lower capital requirement and a higher willingness to lend instead when inequality rises but the banking sector is highly regulated aggregate demand and output fall our results also yield new insights on the appropriate fiscal policy reaction to stabilize the economy acting on the progressivity of the tax system seems more effective than a proactive countercyclical fiscal policy jel c63 d31 e62 g01

toward a new microfounded macroeconomics in the wake of the crisis the great recession that followed the financial crisis of 2007 is not only the largest economic crisis after the great depression of the 1930s it also signals a crisis of economics as a discipline this is not only the consequence of the inadequacy of mainstream macroeconomics and specifically the dynamic stochastic general equilibrium dsge workhorse model to forecast such a huge event or at least to detect the worrying tendencies towards it even more relevant is the choice to explicitly avoid the modeling of large crises that for someone is a motivation for not attacking pre crisis dsge models focused on the analysis of small deviations from the steady state so denying the intrinsic nature of capitalism a system that necessarily proceeds through cycles and extended crises the replies of the dsge approach to critics have led to extensions regarding for instance the role of financial frictions heterogeneous agents and bounded rationality though typically in the form of quasi rational expectations the alternative paradigm of agent based ab macroeconomics can take into account all these elements at once within an evolutionary modeling framework based on heterogeneity and interaction so capable to endogenously reproduce complex dynamics from small fluctuations to large crises due to innovation and industrial dynamics rising inequality and financial instability and so on the integration between ab macroeconomics and the post keynesian stock flow consistent approach represents a promising way for the future development of this research field

income inequality consumption credit and credit risk in a data driven agent based model abstract the issue of income inequality occupies a prominent position in the research agenda of academic and policy circles alike especially after the crisis of 2008 due to its potential causal link with the development of credit bubbles and therefore the emergence of financial crises this paper examines the long run effect of income inequality on consumption consumer credit and non performing loans through the means of a data driven agent based model the data driven nature of the model enhances its ability to match historical series and thus makes it suitable for policy simulations tailored for specific economies the analysis indicates that higher income inequality has a detrimental impact on consumption and is associated with lower volumes of consumer credit however the ratio of non performing loans as a share of total loans seems to be independent of income inequality

the dynamics of leverage in a demand driven model with heterogeneous firms abstract this paper introduces heterogeneous microeconomic behavior into a demand driven macroeconomic model in order to study the joint dynamics of leverage and capital accumulation by identifying the links between firm level variables and aggregate quantities the paper contributes toward a reformulation of the minskyan formal analysis that explicitly considers the role of microeconomic factors in generating macroeconomic instability the aggregation of heterogeneous agents is not only performed numerically as in traditional agent based models but also by means of an innovative analytical methodology originally developed in statistical mechanics and recently imported into macroeconomics the distinctive feature is in that the joint analysis of the numerical and analytical solutions of the model sheds light on the effects of financial fragility at the firm level on the dynamics of the macroeconomy in particular the analysis of steady state and stability properties of the system provide additional insights on the role of behavioral and size heterogeneity of firms for the stocks of aggregate debt and capital

financial crises payment system problems and discount window lending in a developed economy financial crises are rapidly conveyed to the payment system which tends to rely on private credit extensions in most countries while many authors recommend that the central bank do no more than provide adequate aggregate liquidity during a crisis this policy requires well functioning private credit markets to channel liquidity to solvent but illiquid firms this paper presents a model of private lending which defines a crisis as a time when lenders become uncertain about how to assess financial risks and therefore rationally withdraw from making new loans in such an environment a government lender of last resort can improve social welfare copyright 1996 by ohio state university press

emergent dynamics of a macroeconomic agent based model with capital and credit in this paper we present and discuss a macroeconomic agent based model with capital and credit cc mabm which builds upon the framework put forward by delli gatti et al 2011 the novelty of this model with respect to the previous framework consists in the introduction of a stylized supply chain where upstream firms i e producers of capital goods k firms supply a durable and sticky input capital to the downstream firms who produce consumption goods c firms to be sold to households both c firms and k firms resort to bank loans to satisfy their financing needs there are two way feedbacks between firms and markets which yield interesting emerging properties at the macro level we show that the interaction of upstream and downstream firms and the evolution of their financial conditions in a nutshell capital and credit are essential ingredients of a crisis i e a sizable slump followed by a long recovery

economics of devolution decentralization in the uk some questions and answers mcgregor p g and swales k 2005 economics of devolution decentralization in the uk some questions and answers regional studies 39 477 494 the paper explores the economic implications of the radical process of devolution decentralization and delegation of decision making and policy delivery initiated by the post 1997 uk labour government it is argued that the economies of all the presently devolved regions ultimately suffer if the barnett formula is rigorously imposed it is shown that the efficiency of devolving fiscal authority involves a balance of positive and negative elements depending on wage bargaining and migration responses it is then argued that delegation devolution of regional economic development policies while exploiting regional information advantages neglects regional economic interdependence so there are potential gains from greater cooperation coordination

minsky from the bottom up formalising the two price model of investment in a simple agent based framework abstract this paper presents a fully formalised version of hyman minsky s two price model of capital investment embedded in a macroeconomic model consisting of an agent based sector of consumption goods firms as well as three strongly simplified aggregated sectors in an innovation to the literature on minsky models the model is calibrated empirically using moments drawn from us data demonstrating that it is capable of producing plausible time series simulations show that the individual investment and financing choices made by the agent based firms lead to the emergence of business cycles at the aggregate level key aspects of the model can be closely related to central concepts from the financial accelerator literature and moreover it is demonstrated through simulation experiments that expectations and sentiment dynamics play an important role being able to amplify or dampen the cycles it is also shown that the introduction of fiscal policy monetary policy or a restriction on firm dividend payouts can contribute to a stabilisation of the model

on the job search productivity shocks and the individual earnings process individual labor earnings observed in worker panel data have complex highly persistent dynamics we investigate the capacity of a structural job search model with i i d productivity shocks to replicate salient properties of these dynamics such as the covariance structure of earnings the evolution of individual earnings mean and variance with the duration of uninterrupted employment or the distribution of year to year earnings changes specifically we show within an otherwise standard job search model how the combined assumptions of on the job search and wage renegotiation by mutual consent act as a quantitatively plausible internal propagation mechanism of i i d productivity shocks into persistent wage shocks the model suggests that wage dynamics should be thought of as the outcome of a specific acceptance rejection scheme of i i d productivity shocks this offers an alternative to the conventional linear arma type approach to modelling earnings dynamics structural estimation of our model on a 12 year panel of highly educated british workers shows that our simple framework produces a dynamic earnings structure which is remarkably consistent with the data