the long run relationship between nominal interest rates and inflation the fisher equation revisited stable url http links jstor org sici sici 0022 2879 28199602 2928 3a1 3c102 3atlrbni 3e2 0 co 3b2 2journal of money credit and banking is currently published by ohio state university press your use of the jstor archive indicates your acceptance of jstor s terms and conditions of use available athttp www jstor org about terms html jstor s terms and conditions of use provides in part that unless you have obtainedprior permission you may not download an entire issue of a journal or multiple copies of articles and you may use content inthe jstor archive only for your personal non commercial use please contact the publisher regarding any further use of this work publisher contact information may be obtained athttp www jstor org journals ohio press html each copy of any part of a jstor transmission must contain the same copyright notice that appears on the screen or printedpage of such transmission the jstor archive is a trusted digital repository providing for long term preservation and access to leading academicjournals and scholarly literature from around the world the archive is supported by libraries scholarly societies publishers and foundations it is an initiative of jstor a not for profit organization with a mission to help the scholarly community takeadvantage of advances in technology for more information regarding jstor please contact support jstor org http www jstor orgmon aug 27 13 58 08 2007

testing for the long run relationship between nominal interest rates and inflation using cointegration techniques 1989 testing for the long run relationship between nominal interest rates and inflation using cointegration techniques applied economics vol 21 no 4 pp 439 447

detecting periodically collapsing bubbles a markov switching unit root test this paper addresses the problem of testing for the presence of a stochastic bubble in a time series in the case that the bubble is periodically collapsing so that the asset price keeps returning to the level implied by the market fundamentals as this is essentially a problem of identifying the collapsing periods from the expanding ones we propose using a generalization of the dickey fuller test procedure which makes use of the class of markov regime switching models the potential of the new methodology is illustrated via simulation and an empirical example is given copyright 1999 john wiley sons ltd

rational ponzi games when can a government run a rational ponzi game i e issue debt and never pay back any interest or principal the transversalit y condition of each individual implies that such schemes require an i nfinity of lenders given this horizons are unimportant ponzi games cannot be ruled out by assuming that agents have infinite horizons the authors point out both the basic similarity of and some key diff erences between rational ponzi games and asset price bubbles or fiat money regarding international debt the analysis implies that what matters for the feasibility of rational ponzi games are conditions in the lenders not the borrowers economy copyright 1988 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

profitability of time series momentum abstract we propose a continuous time heterogeneous agent model consisting of fundamental momentum and contrarian traders to explain the significant time series momentum we show that the performance of momentum strategy is determined by both time horizon and the market dominance of momentum traders specifically when momentum traders are more active in the market momentum strategies with short long time horizons stabilize destabilize the market and meanwhile the market under reacts over reacts in short run long run this provides profit opportunity for time series momentum strategies with short horizons and reversal with long horizons when momentum traders are less active in the market they always lose the results provide an insight into the profitability of time series momentum documented in recent empirical studies

comments rational bubbles during poland s hyperinflation implications and empirical evidence by m funke s hall and m sola a number of papers have tested for rational bubbles in the post world war i hyperinflation in germany the present paper henceforth fhs does so in poland around the time of the big bang it finds some evidence that the main determination of the hyperinflation was a rational bubble but cautiously notes that conventional structural models might also explain the hyperinflation i salute their technically sophisticated investigation of this interesting question but in the end find their evidence distinctly less suggestive of bubbles than do they this evidence comes from a nice extension of techniques suggested by diba and grossman 1984 and hamilton and whiteman 1985 and applied to the german hyperinflation by hamilton and whiteman 1985 using the cagan model that paper noted that in the absence of bubbles prices will have the same order of integration as does money if money is say z 2 so that what is stationary is changes in the growth rate of money but not the growth rates themselves then prices should be z 2 as well but bubbles cause explosive growth so no level of differencing will induce stationarity in a variable driven wholly or even in part by a bubble hamilton and whiteman 1985 found that prices and money appeared to be z 2 in the german hyperinflation and concluded that bubbles probably were not present evans 1991 in turn pointed out that if a bubbles periodically grow and collapse and b there are not a whole lot of observations during which the bubble was growing the hamilton and whiteman 1985 test will likely fail to find bubbles and tests are likely to find that prices and money are

what drives returns to euro area housing evidence from a dynamic dividend discount model abstract we apply a dynamic dividend discount model to analyse housing returns for eight euro area countries comprising over 90 of euro area gdp both individually and as a panel a vector autoregressive model var is estimated for four variables excess return to housing rents the real interest rate and real disposable per capita income using quarterly data over the period 1978 2009 this empirical investigation which allows for a decomposition of house price movements into movements in rent cash flow and expected return news components indicates that the bulk of the variability of euro area house price movements can be attributed to movements in fundamentals there remains nonetheless an important but less sizeable influence of market wide or expected return variations in house prices country specific estimation indicates considerable heterogeneity around the euro area result both for what concerns long term impacts and dynamics notably changes in expected returns play a relatively strong role in the house prices of ireland and spain

heterogeneous beliefs and adaptive behaviour in a continuous time asset price model abstract this paper extends the analysis of the seminal work of brock and hommes 1997 brock and hommes 1998 on heterogeneous beliefs and rational routes to randomness in discrete time models to a continuous time model of asset pricing the resulting model characterised mathematically by a system of stochastic delay differential equations provides a unified approach to deal with adaptive behaviour of heterogeneous agents and market stability impact of lagged price used by chartists to form their expectations for the underlying deterministic model we show not only that the result of brock and hommes on rational routes to market instability in discrete time holds in continuous time but also a double edged effect of an increase in lagged price used by the chartists on market stability for the stochastic model we demonstrate that the interaction and boundedly rational behaviour of heterogeneous agents can generate various market phenomena such as bubbles and crashes and replicate stylised facts including volatility clustering and long range dependence in volatility

a dynamic analysis of moving average rules abstract the use of various moving average ma rules remains popular with financial market practitioners these rules have recently become the focus of a number empirical studies but there have been very few studies of financial market models where some agents employ technical trading rules of the type used in practice in this paper we propose a dynamic financial market model in which demand for traded assets has both a fundamentalist and a chartist component the chartist demand is governed by the difference between current price and a long run ma both types of traders are boundedly rational in the sense that based on a fitness measure such as realized capital gains traders switch from a strategy with low fitness to the one with high fitness we characterize the stability and bifurcation properties of the underlying deterministic model via the reaction coefficient of the fundamentalists the extrapolation rate of the chartists and the lag length used for the ma by increasing the intensity of choice to switching strategies we then examine various rational routes to randomness for different ma rules the price dynamics of the ma rule are also examined and one of our main findings is that an increase of the window length of the ma rule can destabilize an otherwise stable system leading to more complicated even chaotic behaviour the analysis of the corresponding stochastic model is able to explain various market price phenomena including temporary bubbles sudden market crashes price resistance and price switching between different levels

explosive dynamics in house prices an exploration of financial market spillovers in housing markets around the world abstract asset prices in general and real house prices in particular are often characterized by a nonlinear data generating process which may display at times mildly explosive behavior in this paper using the recursive right tailed unit root test methodology proposed by phillips et al 2015a b we find widespread evidence of episodes of explosiveness or exuberance in international real house prices and establish a timeline of such episodes for a panel of 23 countries between first quarter 1975 and fourth quarter 2015 motivated by theory we adopt a dynamic panel logit probit framework to empirically investigate whether macro fundamentals and more specifically financial variables help predict such episodes of exuberance in international real house prices we find that interest rate spreads and real stock market growth together with standard housing fundamentals growth in real personal disposable income per capita and inflation are indeed among the best predictors furthermore we argue that financial developments in other asset markets can play a significant role as a trigger in the emergence of explosiveness in housing markets

on the fisher effect abstract we use post war quarterly data for belgium canada denmark france germany greece ireland japan the netherlands the united kingdom and the united states to examine the fisherian link between inflation and short term nominal interest rates in doing so we apply the king and watson 1997 methodology paying particular attention to the integration and cointegration properties of the variables since meaningful fisher effect tests critically depend on such properties we conclude that the data are generally rejecting the fisher effect

the fisher effect and the term structure of interest rates tests of cointegration the literature on the fisher effect has ignored the potential relationship between inflation and long term interest rates using an expectations model of the term structure of interest rates the authors establish the conditions under which innovations in short term inflation will be transmitted to long term as well as short term interest rates cointegration tests find support for both the fisher effect and the expectations theory of the term structure copyright 1993 by mit press

the fragility of sunspots and bubbles abstract expectational stability e stability is used to examine the multiplicity of solutions in a range of rational expectations models of interest including muth s inventory model and an overlapping generations model in these model it is found that sunspot and other rational bubble solutions are either e unstable or weakly but not strongly e stable

a new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the business cycle abstract this paper introduces a general procedure for decomposition of non stationary time series into a permanent and transitory component allowing both components to be stochastic the permanent component is shown to be a random walk with drift and the transitory or cyclical component is a stationary process with mean zero the decomposition methodology which depends only on past data and therefore is computable in real time is applied to the problem of measuring and dating business cycles in the portwar u s economy we find that measured expansions and contractions are of roughly equivalent duration and that our dating of cyclical episodes tends to lead the traditional nber dating and to a lesser extent the growth cycle chronology of zarnowitz and boschan 1977

volatility clustering a nonlinear theoretical approach abstract this paper verifies the endogenous mechanism and economic intuition on volatility clustering using the coexistence of two locally stable attractors proposed by gaunersdorfer et al 2008 by considering a simple asset pricing model with two types of boundedly rational traders fundamentalists and trend followers and noise traders we provide theoretical conditions on the coexistence of a locally stable steady state and a locally stable invariant circle of the underlying nonlinear deterministic financial market model and show numerically that the interaction of the coexistence of the deterministic dynamics and noise processes can endogenously generate volatility clustering and long range dependence in volatility observed in financial markets economically volatility clustering occurs when neither the fundamental nor trend following traders dominate the market and when traders switch more often between the two strategies

bubbles in us regional house prices evidence from house price income ratios at the state level we investigate the presence of bubbles in the us house price income ratio at the state level by applying the recent time series based econometric test to data from january 1975 to december 2014 we

structural stochastic volatility in asset pricing dynamics estimation and model contest abstract in the framework of small scale agent based financial market models the paper starts out from the concept of structural stochastic volatility which derives from different noise levels in the demand of fundamentalists and chartists and the time varying market shares of the two groups it advances several different specifications of the endogenous switching between the trading strategies and then estimates these models by the method of simulated moments msms where the choice of the moments reflects the basic stylized facts of the daily returns of a stock market index in addition to the standard version of msm with a quadratic loss function we also take into account how often a great number of monte carlo simulation runs happen to yield moments that are all contained within their empirical confidence intervals the model contest along these lines reveals a strong role for a tamed herding component the quantitative performance of the winner model is so good that it may provide a standard for future research

misspecification versus bubbles in hyperinflation data monte carlo and interwar european evidence abstract this paper analyzes some new tests of the cagan hyperinflation money demand model which have several advantages relative to those in the literature they do not confound specification error with rational bubbles can be implemented with a linear procedure and are frequently able to detect periodically collapsing bubbles which have challenged existing tests after a monte carlo analysis the tests are applied to data from hyperinflations in austria germany hungary and poland evidence of misspecification is found for austria germany and hungary while the model without a rational bubble component appears to fit the data for poland

does monetary policy affect the long run expectations of non stationary real interest rates in this article we analyse whether the monetary policy affects the long run expectation of the non stationary real interest rate the analysis is conducted through beveridge nelson trend decomposi

econometric regime shifts and the us subprime bubble using aggregate quarterly data for the period 1975 q1 2010 q4 i find that the us housing market changed from a stable regime with prices determined by fundamentals to a highly unstable regime at the beginning of the previous decade my results indicate that these imbalances could have been detected with the aid of real time econometric modeling with reference to stiglitz s general conception of a bubble i use the econometric results to construct two bubble indicators which clearly demonstrate the transition to an unstable regime in the early 2000s the indicators are shown to granger cause a set of coincident indicators and financial in stability measures finally it is shown that the increased subprime exposure during the 2000s can explain the econometric breakdown i e the housing bubble may be attributed to the increased borrowing to a more risky segment of the market copyright 2013 john wiley sons ltd

rational bubbles during poland s hyperinflation implications and empirical evidence abstract it has been argued that the polish hyperinflation at the end of the eighties was too excessive to be attributed to market fundamentals only in this paper a range of indirect non structural and structural tests for rational exploding deterministic and stochastic bubbles are carried out we adopt a new strategy based on the work of hall and sola 1993a which allows for the possibility of switching regimes in the time series properties of the data to allow for both indirect tests and structural tests for the presence of stochastic bubbles

multiple bubbles in the european union emission trading scheme abstract the european union emission trading scheme eu ets is the first large scale co 2 emission trading system in the world carbon allowances are financial assets potentially vulnerable to the behavior of traders and investors in fact the carbon price has been quite volatile since the inception of the market and it has recently hit very low values however to date no work exists to evaluate whether volatility and price spikes are due to episodes of speculation and price bubbles our paper fills this gap we use the recent approaches developed by phillips and yu 2010 phillips et al 2011 and phillips et al 2015a 2015b who propose a recursive right sided unit root approaches to detect and date stamp mildly explosive behaviors and carbon market exuberance we complement this methodology by using the wild bootstrap procedure by goncalves and kilian 2004 to control for the heteroschedasticity of carbon price data analyzing the eu ets front month contract price from 2005 to 2014 we find different episodes of price bubbles these episodes are not explained by similar behavior of the fundamentals but seem related to energy and environmental policy announcements our results can provide insightful policy implications in the context of the actual carbon market reform as well as the implementation of stricter financial regulations rules to co 2 trading

herding trend chasing and market volatility abstract we introduce a heterogeneous agent asset pricing model in continuous time to show that although trend chasing switching and herding all contribute to market volatility in price and return and to volatility clustering their impacts are different the fluctuations of the market price and return and the level of the significant autocorrelations acs of the absolute and squared returns increase with the intensities of herding and trend chasing based on long time horizon however an increase in switching intensity reduces the return volatility and in particular a low switching intensity reduces the price volatility and increases the level of the significant acs but the effect becomes opposite when the switching intensity is high we also show that market noise plays a more important role than fundamental noise on the power law behavior of returns

coordinated bubbles and crashes abstract in a market with information friction investors strategically consider the actions of others and evolutionarily switch between fundamental and technical strategies to maximize their payoffs the collective actions of all investors exert feedback on asset price which affects investors subsequent actions we find that investors have the incentive to adopt fundamental strategy to restore market efficiency only if the mispricing is sufficiently large when investors fail to coordinate on the fundamental strategy market inefficiency increases which blows the bubble as market inefficiency grows the coordination on fundamental strategy strengthens which eventually bursts the bubble

inflation expectations and macroeconomic dynamics the case of rational versus extrapolative expectations the motivation of this paper is to understand the effects of coupling a macroeconomic model of inflation rate dynamics relying on an aggregate expectation to a heterogeneous expectations framework a standard macroeconomic textbook model consisting of okun s law an expectations augmented phillips curve and an aggregate demand relation is extended to allow agents the possibility of selecting between different types of forecasting strategies to predict the future inflation rate rules that have produced low prediction errors in the recent past are favored by agents here we consider trend following and rational expectations using a mixture of analytical and numerical tools we investigate the model s dynamics and discuss the conditions under which the extended model leads to endogenous fluctuations in macroeconomic variables some preliminary results are offered for the case in which a taylor like monetary policy rule is included in the model jel classification c61 c62 e31 e32

fads versus fundamentals in farmland prices comment a trivariate vector autoregression time series process based on a present value land price model is used to decompose iowa farmland prices into fundamental and non fundamental components a recent study by falk and lee 1998 found that non fundamental shocks are an important source of volatility in farmland prices and it was interpreted that these price movements were due to fads not speculative bubbles we argue to the contrary and use a regime switching model to provide evidence that supports a partially collapsing bubble story of the dynamics of iowa farmland prices

agricultural price transmission across space and commodities during price bubbles this article investigates agricultural price transmission during price bubbles the empirical approach concerns the horizontal transmission of cereal prices both across different market places and across different commodities the trade policy intervention put forward to mitigate the impact of price exuberance is considered the analysis is performed using italian and international weekly spot cash price data over years 2006 2010 a period of generalized turbulence of agricultural markets firstly the properties of price time series are explored then interdependence across prices is specified and estimated by adopting appropriate cointegration techniques results suggest that the bubble had only a slight impact on the price spread and the temporary trade policy measure when effective has limited this impact

a test for speculative bubbles in the sterling dollar exchange rate 1981 84 the u s dollar price of the u k pound sterling is tested for a speculative bubble defined as a period with a nonzero median in excessreturns a nonparametric procedure is developed which controls for data mining over the period of flexible exchange rates and finds a negative bubble in the excess return to holding sterling rather than dollar assets during the period 1981 84 possible interpretations arebootstrap equilibria rational bubbles nonsym metric fundamentals and nonrational expectations copyright 1986 by american economic association

the theory of rational bubbles in stock prices free disposal of equity which directly rules out the existence of negative rational bubbles in stock pric es also imposes theoretical restrictions on the possible existence o f positive rational bubbles the analysis in this paper shows that a positive rational bubble can start only on the first date of trading of a stock thus the existence of a rational bubble at any date woul d imply that the stock has been overvalued relative to market fundame ntals since the first date of trading and that prior to the first da te of trading the issuer of the stock and potential stockholders who anticipated the initial pricing of the stock expected that the stock would be overvalued copyright 1988 by royal economic society

conditional testing for unit root bilinearity in financial time series some theoretical and empirical results abstract this paper introduces a t ratio type test for detecting bilinearity in a stochastic unit root process it appears that such a process is a realistic approximation for many economic and financial time series it is shown that under the null of no bilinearity the test statistics are asymptotically normally distributed proofs of these asymptotic normality results require the gihman and skorohod theory for multivariate diffusion processes finite sample results describe speed of convergence power of the tests and possible distortions to unit root testing which might appear due to the presence of bilinearity it is concluded that the two step testing procedure suggested here the first step for the linear unit root and the second step for its bilinearity is consistent in the sense that the size of the step one test is not affected by the possible detection of bilinearity at step two the empirical part of the paper describes testing unit root bilinearity for 65 garch adjusted stock market indices from mature and emerging markets it is shown that for at least 70 of these markets the hypothesis of no unit root bilinearity has to be rejected

the price dynamics of common trading strategies a deterministic trading strategy can be regarded as a signal processing element that uses external information and past prices as inputs and incorporates them into future prices this paper uses a market maker based method of price formation to study the price dynamics induced by several commonly used financial trading strategies showing how they amplify noise induce structure in prices and cause phenomena such as excess and clustered volatility

crypto currency bubbles an application of the phillips shi yu 2013 methodology on mt gox bitcoin prices the creation of bitcoin heralded the arrival of digital or crypto currency and has been regarded as a phenomenon since its introduction it has experienced a meteoric rise in price and rapid growth accompanied by huge volatility swings and also attracted plenty of controversies which even involved law enforcement agencies hence claims abound that bitcoin has been characterized by bubbles ready to burst any time e g the recent collapse of bitcoin s biggest exchange mt gox this has earned plenty of coverage in the media but surprisingly not in the academic literature we therefore fill this knowledge gap we conduct an econometric investigation of the existence of bubbles in the bitcoin market based on a recently developed technique that is robust in detecting bubbles that of phillips et al 2013a over the period 2010 2014 we detected a number of short lived bubbles most importantly we found three huge bubbles in the latter part of the period 2011 2013 lasting from 66 to 106 days with the

pitfalls in testing for explosive bubbles in asset prices a number of studies e g robert j shiller 1981 olivier j blanchard and mark watson 1982 kenneth d west 1988 have argued that dividend and stock price data are not consistent with the market fundamentals hypothesis in which prices are given by the present discounted values of expected dividends these results have often been construed as evidence for the existence of bubbles or fads related arguments have been made with respect to gold bonds and foreign exchange a major problem with such arguments e g james hamilton and charles whiteman 1985 is that apparent evidence for bubbles can be reinterpreted in terms of market fundamentals that are unobserved by the researcher behzad t diba and herschel i grossman 1984 1988b and hamilton and whiteman 1985 have recommended the alternative strategy of testing for rational bubbles by investigating the stationarity properties of asset prices and observable fundamentals 1 in essence the argument for equities is that if stock prices are not more explosive than dividends then it can be concluded that rational bubbles are not present since they would generate an explosive component to stock prices 2 using unit root tests autocorrelation patterns and cointegration tests to implement this procedure diba and grossman 1988b p 529 state that the analysis supports the conclusion that stock prices do not contain explosive rational bubbles this paper shows that the above battery of tests is in fact unable to detect an important class of rational bubbles the point is demonstrated by constructing rational bubbles that appear to be stationary when unitroot tests are applied even though they are explosive in the relevant sense simulations show that when such bubbles are present stock prices will not appear to be more explosive than dividends on the basis of these tests even though the bubbles are substantial in magnitude and volatility the presence of rational bubbles in actual stock prices thus remains an open question

short term interest rates as predictors of inflation on testing the hypothesis that the real rate of interest is constant in an innovative and provocative paper in this review eugene fama presents evidence which appears to be consistent with the joint hypothesis that the real rate of interest ignoring taxes is a constant and that the market for u s treasury bills is efficient in the sense of embodying rational expectations those findings are strikingly at variance with a long list of previous studies which seemed to support the view that the real rate of interest varies over time and can be related to economic variables such as real output monetary policy and so forth 2 the methodologies which lead to these contradictory conclusions are quite different previous studies had followed the lead of irving fisher by relating nominal interest rates to distributed lags on past rates of inflation 3 these distributed lags are generally interpreted as approximations to the market s expected rate of inflation and thus any remaining variation is attributed to variation in the real rate 4 fama s methodology on the other hand draws on the fact that the difference between the market interest rate and the subsequently observed rate of inflation the ex post real interest rate consists by definition of the ex ante real interest rate plus a pure forecasting error 5 the hypothesis of market efficiency implies that these forecasting errors must be serially random thus observing ex post real rates is equivalent to observing ex ante real rates with random measurement error these errors of course confound the problem of identifying variation in the ex ante real rate in this paper we will argue that the relative magnitude of these measurement errors is such that the tests carried out by fama were not powerful enough to reject the joint hypothesis that the ex ante real rate is a constant and expectations are rational more powerful tests which are presented in this paper using the same data do lead to rejection of that hypothesis of course rejection