mutual fund performance an analysis of quarterly portfolio holdings this article employs the 1975 84 quarterly holdings of a sample of mutual funds to construct an estimate of their gross returns this sample which is not subject to survivorship bias is used in conjunction with a sample that contains the actual net returns of the mutual funds in addition to allowing the authors to estimate the bias in measured performance that is due to the survival requirement and to estimate total transaction costs the sample is used to test for the existence of abnormal performance the tests indicate that the risk adjusted gross returns of some funds were significantly positive copyright 1989 by the university of chicago

consideration review of research and prospects for future insights the authors review the behavioral underpinnings of consideration set formation and revisit the theoretical and empirical evidence that led them to develop an individual level model of consideration

on the comparative performance of socially responsible and islamic mutual funds this is the first study to provide comprehensive analyses of the relative performance of both socially responsible investment sri and islamic mutual funds the analysis proceeds in two stages in the first the performance of the two categories of funds is measured using partial frontier methods in the second stage we use quantile regression techniques by combining two variants of the free disposal hull fdh methods order m and order in the first stage of analysis and quantile regression in the second stage we provide detailed analyses of the impact of different covariates across methods and across different quantiles in spite of the differences in the screening criteria and portfolio management of both types of funds variation in the performance is only found for some of the quantiles of the conditional distribution of mutual fund performance we established that for the most inefficient funds the superior performance of sri funds is significant in contrast for the best mutual funds this evidence vanished and even islamic funds perform better than sri these results show the benefits of performing the analysis using quantile regression

constant and variable returns to scale dea models for socially responsible investment funds abstract in order to evaluate the performance of socially responsible investment sri funds we propose some models which use data envelopment analysis dea and can be computed in all phases of the business cycle these models focus on the most crucial elements of an investment in mutual funds in the literature both constant and variable returns to scale dea models have been used to evaluate the performance of mutual funds we carry out an empirical investigation on european sri equity funds to test the presence of returns to scale rts another aspect taken into account by the empirical investigation is the measurement of the degree of social responsibility of sri equity funds in various european countries in addition we analyse the performance of the funds considered with the different dea models proposed which differ in the way the ethical objective is taken into account moreover the paper focuses on another crucial issue regarding socially responsible investing the comparison of the performances between sri and non sri funds the empirical study suggests that the ethical objective can be pursued without having to renounce financial rewards

retail pricing and clearance sales sellers of new products are faced with having to guess demand conditions to set price appropriately but sellers are able to adjustprice over time and to learn from past mistakes additionally it is not necessary that all goods be sold with certainty it is sometimes better to set a high price and to risk no sale this process is modeledto explain retail pricing behavior and the time distribution of transactions prices start high and fall as a function of time on theshelf the initial price and rate of decline can be predicted and depends on thinness of the market the proportion of customers who are window shoppers and other observable characteristics copyright 1986 by american economic association

selling to overconfident consumers consumers may overestimate the precision of their demand forecasts this overconfidence creates an incentive for both monopolists and competitive firms to offer tariffs with included quantities at zero marginal cost followed by steep marginal charges this matches observed cellphone service pricing plans in the us and elsewhere an alternative explanation with common priors can be ruled out in favor of overconfidence based on observed customer usage patterns for a major us cellular phone service provider the model can be reinterpreted to explain the use of flat rates and late fees in rental markets and teaser rates on loans nevertheless firms may benefit from consumers losing their overconfidence

salience in experimental tests of the endowment effect starting with knetsch 1989 experiments on the endowment effect thaler 1980 typically rely on a two stage procedure in the first stage subjects are endowed with a good such as a mug in the second stage the same subjects are given the opportunity to trade this good for another good of similar value such as a pen the endowment effect holds that very few subjects chose to trade sometimes as few as ten percent in related experiments subjects state selling prices for their endowment that are much higher than their buying prices for the same good these patterns are hard to reconcile with standard choice theory which predicts that about half the subjects would trade and that selling prices and buying prices are similar the common explanation of this evidence relies on prospect theory s loss aversion tversky and kahneman 1979 because the pain of parting with the endowment looms larger in the decision maker s mind than the pleasure of acquiring a good of similar value kahneman knetsch and thaler 1990 a decision maker endowed with a mug is unwilling to trade it for a

some models for estimating technical and scale inefficiencies in data envelopment analysis in management contexts mathematical programming is usually used to evaluate a collection of possible alternative courses of action en route to selecting one which is best in this capacity mathematical programming serves as a planning aid to management data envelopment analysis reverses this role and employs mathematical programming to obtain ex post facto evaluations of the relative efficiency of management accomplishments however they may have been planned or executed mathematical programming is thereby extended for use as a tool for control and evaluation of past accomplishments as well as a tool to aid in planning future activities the ccr ratio form introduced by charnes cooper and rhodes as part of their data envelopment analysis approach comprehends both technical and scale inefficiencies via the optimal value of the ratio form as obtained directly from the data without requiring a priori specification of weights and or explicit delineation of assumed functional forms of relations between inputs and outputs a separation into technical and scale efficiencies is accomplished by the methods developed in this paper without altering the latter conditions for use of dea directly on observational data technical inefficiencies are identified with failures to achieve best possible output levels and or usage of excessive amounts of inputs methods for identifying and correcting the magnitudes of these inefficiencies as supplied in prior work are illustrated in the present paper a new separate variable is introduced which makes it possible to determine whether operations were conducted in regions of increasing constant or decreasing returns to scale in multiple input and multiple output situations the results are discussed and related not only to classical single output economics but also to more modern versions of economics which are identified with contestable market theories

competition and price variation when consumers are loss averse we modify the salop 1979 model of price competition with differentiated products by assuming that consumers are loss averse relative to a reference point given by their recent expectations about the purchase consumers sensitivity to losses in money increases the price responsiveness of demand and hence the intensity of competition at higher relative to lower market prices reducing or eliminating price variation both within and between products when firms face common stochastic costs in any symmetric equilibrium the markup is strictly decreasing in cost even when firms face different cost distributions we identify conditions under which a focal price equilibrium where firms always charge the same focal price exists and conditions under which any equilibrium is focal

benchmark portfolio inefficiency and deviations from the security market line this paper theoretically evaluates the robustness of the security market line relationship when the market proxy employed is not mean variance efficient the analysis focuses on the behavior of the benchmark errors the deviations of assets and portfolios from the security market line first we characterize how the location of an asset in mean variance space determines its benchmark error then the continuity properties of the benchmark errors are studied the results indicate that the magnitudes of the errors exhibit continuous but not uniformly continuous behaviors the relative rankings based on deviations from the security market line however exhibit some severe discontinuities in fact these can be exactly reversed for two proxies arbitrarily close in mean variance space

non parametric frontier estimates of mutual fund performance using c and l moments some specification tests there is a burgeoning literature using non parametric frontier methods to measure mutual fund performance these articles measure the relationship between the various characteristics mainly return information and some costs of ownership of these specialized financial products to establish a ranking using some efficiency measure we argue in favor of the use of the shortage function which is compatible with general investor preferences and question some of the often maintained hypotheses in this line of research the empirical part employs a large database of us and european mutual funds to offer extensive tests of the underlying modeling assumptions using various frontier estimators

portfolio performance evaluation in a mean variance skewness framework abstract astronomical amounts of money are being invested in financial markets consequently the evaluation of portfolio performance has created a great deal of interest among practitioners as well as academic researchers the literature suggests that portfolio efficiency based on mean variance skewness is more desirable than the one based on mean variance however there are no well established procedures to measure efficiency in this framework mainly due to the computational difficulties the aim of this paper is to develop a portfolio performance measure based on mean variance skewness framework by utilizing a non parametric efficiency analysis tool namely data envelopment analysis

benchmarking superannuation funds based on relative performance in this article we assess fund performance using data envelopment analysis dea for each inefficient fund dea provides a set of role model funds whose best practices may be emulated for performance improvement we find that the role models of most inefficient funds consist entirely of funds different from their own type to overcome this situation we suggest a multi step dea procedure the procedure starts by categorizing funds on a hierarchical basis we establish the hierarchy based on the frequency of efficient funds that belong to each fund type thereafter a set of role model funds for each inefficient fund is found by pooling the funds in its own category and the funds that belongs to the categories at the lower levels in the hierarchy and applying dea this procedure is repeated by augmenting the pool with funds at the next higher level and so on until all the sampled funds are included at each step a set of role models is identified an inefficient fund can thus reach the efficient frontie

resampling dea estimates of investment fund performance abstract data envelopment analysis dea is attractive for comparing investment funds because it handles different characteristics of fund distribution and gives a way to rank funds there is substantial literature applying dea to funds based on the time series of funds returns this article looks at the issue of uncertainty in the resulting dea efficiency estimates investigating consistency and bias it uses the bootstrap to develop stochastic dea models for funds derive confidence intervals and develop techniques to compare and rank funds and represent the ranking it investigates how to deal with autocorrelation in the time series and considers models that deal with correlation in the funds returns

efficiency of mutual funds and portfolio performance measurement a non parametric approach abstract in finance portfolio performance assessment is an important area of research the two popular indices of performance are the jensen s alpha and the sharpe index however there are a number of shortcomings of the above measures that have been highlighted in the literature we propose a new measure of performance that seeks to address the limitations of the earlier indices the new index is calculated by employing a well known method in operations research called data envelopment analysis we show the benefits of the proposed approach and assess the performance of mutual funds we compare the results with traditional indices of performance an interesting result we obtain is that the mutual funds are all approximately mean variance efficient

neuroeconomic foundations of economic choice recent advances neuroeconomics combines methods and theories from neuroscience psychology economics and computer science in an effort to produce detailed computational and neurobiological accounts of the decision making process that can serve as a common foundation for understanding human behavior across the natural and social sciences because neuroeconomics is a young discipline a sufficiently sound structural model of how the brain makes choices is not yet available however the contours of such a computational model are beginning to arise and given the rapid progress there is reason to be hopeful that the field will eventually put together a satisfactory structural model this paper has two goals first we provide an overview of what has been learned about how the brain makes choices in two types of situations simple choices among small numbers of familiar stimuli like choosing between an apple or an orange and more complex choices involving tradeoffs between immediate and future consequences like eating a healthy apple or a less healthy chocolate cake second we show that even at this early stage insights with important implications for economics have already been gained

best performing us mutual fund families from 1993 to 2008 evidence from a novel two stage dea model for efficiency decomposition when analyzing relative performance especially at the institutional level the traditional data envelopment analysis dea models do not recognize vastly different and important activities as separate functions and therefore cannot identify which function may be the main source of inefficiency we propose a novel two stage dea model that decomposes the overall efficiency of a decision making unit into two components and demonstrate its applicability by assessing the relative performance of 66 large mutual fund families in the us over the period 1993 2008 by decomposing the overall efficiency into operational management efficiency and portfolio management efficiency components we reveal the best performers the families that deteriorated in performance and those that improved in their performance over the sample period we also make frontier projections for poorly performing mutual fund families and highlight how the portfolio managers have managed their funds relative to the others during financial crisis periods

salience and consumer choice we present a theory of context dependent choice in which a consumer s attention is drawn to salient attributes of goods such as quality or price an attribute is salient for a good when it stands out among the good s attributes relative to that attribute s average level in the choice set or more broadly the choice context consumers attach disproportionately high weight to salient attributes and their choices are tilted toward goods with higher quality price ratios the model accounts for a variety of disparate evidence including decoy effects and context dependent willingness to pay it also suggests a novel theory of misleading sales

limited information and advertising in the u s personal computer industry traditional discrete choice models assume buyers are aware of all products for sale in markets where products change rapidly the full information assumption is untenable i present a discrete choice model of limited consumer information where advertising influences the set of products from which consumers choose to purchase i apply the model to the u s personal computer market where top firms spend over 2 billion annually on advertising i find estimated markups of 19 over production costs where top firms advertise more than average and earn higher than average markups high markups are explained to a large extent by informational asymmetries across consumers where full information models predict markups of one fourth the magnitude i find that estimated product demand curves are biased toward being too elastic under traditional models i show how to use data on media exposure to improve estimated price elasticities in the absence of micro ad data

frontier based vs traditional mutual fund ratings a first backtesting analysis we explore the potential benefits of a series of existing and new non parametric convex and non convex frontier based fund rating models to summarize the information contained in the moments of the mutual fund price series limiting ourselves to the traditional mean variance portfolio setting we test in a simple backtesting setup whether these efficiency measures fare any better than more traditional financial performance measures in selecting promising investment opportunities the evidence points to a remarkable superior performance of these frontier models compared to most but not all traditional financial performance measures

estimating most productive scale size using data envelopment analysis abstract the relation between the most productive scale size mpss for paparticular input and output mixes and returns to scale for multiple inputs multiple outputs situations is explicitly developed this relation is then employed to extend the applications of data envelopment analysis dea introduced by charnes cooper and rhodes ccr to the estimation of most productive scale sizes for convex production possibility sets it is then shown that in addition to productive inefficiencies at the actual scale size the ccr efficiency measure also reflects any inefficiencies due to divergence from the most productive scale size two illustrations of the practical applications of these results to the estimation of most productive scale sizes and returns to scale for hospitals and stem electric generation plants are also provided emphasize the advantage of this method in examining specific segments of the efficient production surface

assessing the performance of alternative investments using non parametric efficiency measurement approaches is it convincing abstract dea based performance assessment in the alternative investment fund industry is often motivated by the fact that dea is capable of simultaneously handling multiple input risk and multiple output return measures thereby still offering a single real number as a performance index without utilizing subjective weights to aggregate these inputs and outputs this paper aims at investigating whether dea based performance indexes previously used to assess alternative investment fund performance are actually able to satisfy these properties and to contrast the findings using a dea based performance index with those using a traditional financial performance index

adding asymmetrically dominated alternatives violations of regularity and the similarity hypothesis an asymmetrically dominated alternative is dominated by one item in the set but not by another adding such an alternative to a choice set can increase the probability of choosing the item that dominates it this result points to the inadequacy of many current choice models and suggests product line strategies that might not otherwise be intuitively plausible

efficiency with costly information a study of mutual fund performance 1965 1984 if information is costly to collect and implement then it is efficient for trades by informed investors to occur at prices sufficiently different from full information prices to compensate them for the cost of becoming informed this notion is tested by evaluating investment performance in the mutual fund industry over a 20 year period the study finds evidence that is consistent with optimal trading in efficient markets risk adjusted returns in the mutual fund industry net of fees and expenses are comparable to returns available in index funds and portfolio turnover and management fees are unrelated to fund performance

price induced patterns of competition this research focuses on how price changes influence the observed pattern of brand competition the paper begins with a basic utility model formulation and examines the implications of three major classes of preference distributions on the expected patterns of competition a price tier model is proposed to operationalize the theory and to allow predictive testing the price tier model is estimated on 28 brands across four product categories the results show a specific asymmetric pattern of price competition higher price higher quality brands steal share from other brands in the same price quality tier as well as from brands in the tier below however lower price lower quality brands take sales from their own tier and the tier below brands but do not steal significant share from the tiers above the results are consistent with a bimodal preference distribution with the regular price indifference point being located toward the lower quality end of the preference distribution for the categories analyzed

measuring investment performance in a rational expectations equilibrium model much research has been concerned with evaluating the performance of managed portfolios e g mutual funds and examining whether portfolio managers display in some sense superior performance superior performance would seemingly turn on the possession of superior information that is utilized in managing portfolios in general a fund s asset holdings or portfolio weights might not be observable to an outsider whether they are or not however they are likely to change over time this happens especially when better performance is a result of superior information since managers will change their portfolio composition on obtaining private information since such changes must be taken into account the problem of measuring performance of managed portfolios is inherently different from that of evaluating the performance of individual assets groups of assets or generally portfolios with constant and known composition

sequentially rationalizable choice a sequentially rationalizable choice function is a choice function that can be retrieved by applying sequentially to each choice problem the same xed set of asymmetric binary relations rationales to remove inferior alternatives these con cepts translate into economic language some human choice heuristics studied in psychology and explain cyclical patterns of choice observed in experiments we study some properties of sequential rationalizability and provide a full character ization of choice functions rationalizable by two and three rationales

data envelopment analysis of mutual funds based on second order stochastic dominance abstract although data envelopment analysis dea has been extensively used to assess the performance of mutual funds mf most of the approaches overestimate the risk associated to the endogenous benchmark portfolio this is because in the conventional dea technology the risk of the target portfolio is computed as a linear combination of the risk of the assessed mf this neglects the important effects of portfolio diversification other approaches based on mean variance or mean variance skewness are non linear we propose to combine dea with stochastic dominance criteria thus in this paper six distinct dea like linear programming lp models are proposed for computing relative efficiency scores consistent in the sense of necessity with second order stochastic dominance ssd the aim is that being ssd efficient the obtained target portfolio should be an optimal benchmark for any rational risk averse investor the proposed models are compared with several related approaches from the literature

shrouded attributes consumer myopia and information suppression in competitive markets bayesian consumers infer that hidden add on prices e g the cost of ink for a printer are likely to be high prices if consumers are bayesian firms will not shroud information in equilibrium however shrouding may occur in an economy with some myopic or unaware consumers such shrouding creates an inefficiency which firms may have an incentive to eliminate by educating their competitors customers however if add ons have close substitutes a curse of debiasing arises and firms will not be able to profitably debias consumers by unshrouding add ons in equilibrium two kinds of exploitation coexist optimizing firms exploit myopic consumers through marketing schemes that shroud high priced add ons in turn sophisticated consumers exploit these marketing schemes it is not possible to profitably drive away the business of sophisticates it is also not possible to profitably lure either myopes or sophisticates to nonexploitative firms we show that informational shrouding flourishes even in highly competitive markets even in markets with costless advertising and even when the shrouding generates allocational inefficiencies

a data envelopment analytic model for assessing the relative efficiency of the selling function abstract this paper presents a data envelopment analytic model for assessing the relative efficieny of sales units that simultaneously incorporates multiple sales outcomes controllable and uncontrollable resources and environmental factors the model enables comparisons among a reference set of sales units engaged in selling the same product service by deriving a single summary measure of relative sales efficiency in addition it provides insights into modifications that are necessary in order to enhance relative efficiency of an individual sales unit conditions when the sales unit has additional control over resources are explored and the effects on relative efficiency are examined an illustration of the model in the context of sales units from a sample of insurance companies demonstrates the critical features of the model

modelling superannuation fund management function as a two stage process for overall and stage level performance appraisal we assess superannuation fund performance in a multi dimensional framework by conceptualizing its management function as a serially linked two sub process operational management om and portfolio

imputing a continuous income variable from a bracketed income variable with special attention to missing observations abstract this paper proposes a method based on polychotomous discrete choice methods to impute a continuous measure of income when only a bracketed measure of income is available and for only a subset of the obsevations the method is shown to perform well with cp5 data

efficiency with costly information a reinterpretation of evidence from managed portfolios we investigate the informational efficiency of mutual fund performance for the period 1965 84 results are shown to be sensitive to the measurement of performance chosen we find that returns on s p stocks returns on non s p stocks and returns on bonds are significant factors in performance assessment once we correct for the impact of non s p assets on mutual fund returns we find that mutual funds do not earn returns that justify their information acquisition costs this is consistent with results for prior periods coauthors are martin j gruber sanjiv das and matthew hlavka article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

context dependent preferences the standard theory of choice based on value maximization associates with each option a real value such that given an offered set the decision maker chooses the option with the highest value despite its simplicity and intuitive appeal there is a growing body of data that is inconsistent with this theory in particular the relative attractiveness of x compared to y often depends on the presence or absence of a third option z and the market share of an option can actually be increased by enlarging the offered set we review recent empirical findings that are inconsistent with value maximization and present a context dependent model that expresses the value of each option as an additive combination of two components a contingent weighting process that captures the effect of the background context and a binary comparison process that describes the effect of the local context the model accounts for observed violations of the standard theory and provides a framework for analyzing context dependent p

a model of focusing in economic choice we present a generally applicable theory of focusing based on the hypothesis that a person focuses more on and hence overweights attributes in which her options dier more our model predicts that the decisionmaker is too prone to choose options with concentrated advantages relative to alternatives but maximizes utility when the advantages and disadvantages of alternatives are equally concentrated in intertemporal choice because the relative concentrations of an option s costs and benets can be dierent from the perspective of a single period and the perspective of the entire choice problem the decisionmaker often exhibits a form of time inconsistency she is present biased when the costs of current misbehavior are distributed over many future dates such as in harmful consumption but future biased when the benet of many

the performance of us equity mutual funds the paper examines the performance of us no load equity mutual funds fund performance is derived using stochastic frontier analysis for a flexible functional form this analysis allows us to derive parametric estimates of efficiency scores for each fund in our sample for the first time in the literature our results indicate that us no load equity funds display varying levels of efficiency over time but also depending on size and on investment style robustness analysis reaffirm the efficiency scores remain consistent across different selections of inputs and outputs as well as the underlying distribution of the return having estimated each fund s efficiency in the sample we unveil their underlying dynamics also with respect to risk and operational characteristics such as flows assets and morningstar star ratings panel var estimations reveal that the response of funds efficiency to a shock in risk is positive and substantial some evidence of reverse causality is also observed finally we extend our analysis to investigate the relationship between funds performance and key covariates across subgroups defined by size

uncertain demand consumer loss aversion and flat rate tariffs we consider a model of firm pricing and consumer choice where consumers are loss averse and uncertain about their future demand possibly consumers in our model prefer a flat rate to a measured tariff even though this choice does not minimize their expected billing amount a behavior in line with ample empirical evidence we solve for the profit maximizing two part tariff which is a flat rate if a marginal costs are not too high b loss aversion is intense and c there are strong variations in demand moreover we analyze the optimal nonlinear tariff this tariff has a large flat part when a flat rate is optimal among the class of two part tariffs

piecewise loglinear estimation of efficient production surfaces linear programming formulations for piecewise loglinear estimation of efficient production surfaces are derived from a set of basic properties postulated for the underlying production possibility sets unlike the piecewise linear model of banker charnes and cooper banker r d a charnes w w cooper 1984 models for the estimation of technical and scale inefficiencies in data envelopment analysis management sci 30 september 1078 1092 this approach permits the identification of increasing marginal products and estimation of the classical s shaped production functions methods are also provided for estimating technical inefficiencies and other production characteristics such as rates of substitution and transformation marginal products returns to scale and most productive scale sizes on the basis of observed production data the results of a simulation study are reported to illustrate the usefulness of this estimation method in empirical applications when there are a priori reasons to expect increasing marginal products in some regions of the production function a modified model is provided to extend this analysis to the situation of non competing outputs addressed by the bi extremal model of banker charnes cooper and schinnar banker r d a charnes w w cooper a schinnar 1981 a bi extremal principle for frontier estimation and efficiency evaluation management sci 27 december 1370 1382

contextual inference in markets on the informational content of product lines context can influence decisions this malleability of choice is usually invoked as evidence that people do not maximize stable preference orderings in a market equilibrium however context conveys payoff relevant information to consumers consequently these consumers rationally violate naive formulations of standard choice theoretic principles i identify informational asymmetries under which apparently anomalous behaviors namely the compromise effect and choice overload arise as market equilibria firms respond to consumers contextual inference in case of the compromise effect a firm may introduce premium loss leaders expensive goods of overly high quality that increase the demand for other goods

a rational reconstruction of the compromise effect using market data to infer utilities this article explores the possibility that consumers use market data to make inferences about product utilities the argument is made by means of an example based on the compromise effect found in extant experimental data this phenomenon is generally looked at as a manifestation of deviations from rationality in choice however assuming full rationality i describe a decision rule that is based on consumers inferences about their personal valuation of alternatives from the portfolio of market offerings and some information about their own relative tastes through a number of examples i will argue that consumers often use this or similar decision rules to make inferences about utility i then show that the decision rule may generate compromise effects in experiments and that it may be sustainable the compromise effect could therefore be seen as preliminary evidence that consumers make such inferences

do customers learn from experience evidence from retail banking we study customers adoption and subsequent switching decisions with regard to a menu of three part tariff plans offered by a commercial bank using a rich panel data set covering 70 510 fee based checking accounts over 30 months before and after the introduction of the plans we find that most customers adopt non cost minimizing plans preferring plans with large monthly allowances and high fixed payments furthermore after adoption customers who exceed their allowances and consequently pay overage fees are more likely to switch to plans with larger allowances than customers who do not experience such fees notably after switching these overage paying customers pay higher monthly payments than before in contrast switching customers who did not pay overage payments before switching pay less after switching our findings unlike those of previous research on experience based learning suggest that the behavior of experienced customers does not converge to the predictions of neoclassical models we p

choice based on reasons the case of attraction and compromise effects building on previous research this article proposes that choice behavior under preference uncertainty may be easier to explain by assuming that consumers select the alternative supported by the best reasons this approach provides an explanation for the so called attraction effect and leads to the prediction of a compromise effect consistent with the hypotheses the results indicate that 1 brands tend to gain share when they become compromise alternatives in a choice set 2 attraction and compromise effects tend to be stronger among subjects who expect to justify their decisions to others and 3 selections of dominating and compromise brands are associated with more elaborate and difficult decisions

the timing of sales this paper presents a model of intertemporal price discrimination a fixed number of sellers produce a homogeneous good consumers with different preferences enter the market in each period and leave when they make a purchase the sellers typically vary their prices over time charging a high price in most periods but occasionally cutting the price to sell to a large group of customers with a low reservation price in some equilibria all stores lower their price at the same time and to the same level

consideration sets and competitive marketing we present a model of competitive marketing based on the notion that consumers are boundedly rational and that firms use marketing tactics in an attempt to influence consumers decision process the standard model of consumer behaviour assumes that the consumer applies well defined preferences to a perfectly perceived set of available alternatives we retain the assumption that consumers have stable preferences but relax the assumption that they have a perfect perception of what is relevant for their consumption problem thus allowing firms to manipulate that perception our aim is to explore the market implications of this departure from the standard model especially for the way firms deploy marketing strategies in competitive environments the cornerstone of our model is the observation that in the modern marketplace consumers face an overwhelmingly large variety of products and therefore often use screening criteria deliberate as well as unconscious in order to reduce the number of relevant alternatives as a result consumers apply their preferences not to the set of objectively feasible alternatives but to a potentially smaller set which they construct at an earlier stage of the decision process borrowing a term from the marketing literature we refer to this set as the consideration set the basic idea underlying this term is that consumers may be unaware of some of the feasible products and even when they become aware of a new product they still need to be persuaded to consider it as a potential substitute to their currently consumed product

diversification consistent data envelopment analysis with general deviation measures abstract we propose new efficiency tests which are based on traditional dea models and take into account portfolio diversification the goal is to identify the investment opportunities that perform well without specifying our attitude to risk we use general deviation measures as the inputs and return measures as the outputs we discuss the choice of the set of investment opportunities including portfolios with limited number of assets we compare the optimal values efficiency scores of all proposed tests leading to the relations between the sets of efficient opportunities strength of the tests is then discussed we test the efficiency of 25 world financial indices using new dea models with cvar deviation measures

a robust nonparametric approach to evaluate and explain the performance of mutual funds the topic of the measurement of mutual funds performance is receiving an increasing interest both from an applied and a theoretical perspective beside the traditional financial literature a growing body of studies has started to apply the tools of frontier analysis for benchmarking comparisons in portfolio analysis our paper contributes to this literature proposing a robust nonparametric approach for analysing mutual funds it is based on the concept of order m frontier cazals c florens j p simar l 2002 nonparametric frontier estimation a robust approach journal of econometrics 106 1 25 and on a probabilistic approach daraio c simar l 2005 introducing environmental variables in nonparametric frontier models a probabilistic approach journal of productivity analysis 24 1 93 121 to find out the factors explaining mutual funds performance within this framework a decomposition of conditional efficiency is proposed and its usefulness for economic interpretation analysed our approach is illustrated by using us mutual funds data grouped for category by objective economies of scale slacks and market risks are investigated a comparison of traditional nonparametric and robust performance measures is also offered

dea frontier improvement and portfolio rebalancing an application of china mutual funds on considering sustainability information disclosure abstract data envelopment analysis dea has been a widely used methodology for evaluating the relative performance of portfolios extensive work has appeared for realizing the role of dea in the aspect of assessing portfolio performance and deriving the relative rankings however the role of providing realizable benchmarks is not fully explored in the existing literatures most importantly the dea based portfolio performance evaluation methods developed in the existing literatures can hardly provide support for fund managers in pursuing sustainability performance in this paper we first propose a dea frontier improvement approach under the mean variance framework this approach provides investor with a rebalancing strategy as well as an improved dea frontier which approximates the portfolio efficient frontier better than the traditional dea model does then this approach is extended to a general return risk framework our in sample simulation results verify the effectiveness of the proposed approach for a wide range of applications in addition the out of sample tests show that the rebalancing investment strategies can achieve higher sharpe ratios and sortino ratios than those of the original ones finally we apply the proposed approach to evaluate mutual fund performance in china with the consideration of sustainability information disclosure we construct a disclosure index to indicate the extent of sustainable information disclosure of each mutual fund the results show that the proposed approach provides not only investment recommendations but also references for constructing sustainable green funds

wine retail price dispersion in the united states searching for expensive wines similar to other markets in which deviations from jevons law of one price is the norm rather than the exception the retail wine market in the united states is characterized by large price dispersions drawing on a large sample of retail prices from wine searcher com we find an average per wine coefficient of variation of 23 percent some of this is due to differential market conditions especially state regulations our evidence suggests that dispersion also depends positively on price levels after controlling for consumer market and state heterogeneity

do ethics imply persistence the case of islamic and socially responsible funds we analyse the performance persistence of islamic and socially responsible investment sri mutual funds we adopt a multi stage strategy in which in the first stage partial frontiers approaches are considered to measure the performance of the different funds in the sample in the second stage the results yielded by the partial frontiers are plugged into different investment strategies based on a recursive estimation methodology whose persistence performance is evaluated in the third stage of the analysis results indicate that for both types of funds performance persistence actually exists but only for the worst and most notably best funds this result is robust not only across methods and different choices of tuning parameters within each method but also across both sri and islamic funds although in the case of the latter persistence was stronger for the best funds the persistence of sri and islamic funds represents an important result for investors and the market since it provides information on both which funds to invest in and which funds to avoid last but not least the use of the aforementioned techniques in the context of mutual funds could also be of interest for the non conclusive literature

data envelopment analysis models of investment funds abstract this paper develops theory missing in the sizable literature that uses data envelopment analysis to construct return risk ratios for investment funds it explores the production possibility set of the investment funds to identify an appropriate form of returns to scale it discusses what risk and return measures can justifiably be combined and how to deal with negative risks and identifies suitable sets of measures it identifies the problems of failing to deal with diversification and develops an iterative approximation procedure to deal with it it identifies relationships between diversification coherent measures of risk and stochastic dominance it shows how the iterative procedure makes a practical difference using monthly returns of 30 hedge funds over the same time period it discusses possible shortcomings of the procedure and offers directions for future research

reference dependent risk attitudes we use koszegi and rabin s 2006 model of reference dependent utility and an extension of it that applies to decisions with delayed consequences to study preferences over monetary risk because our theory equates the reference point with recent probabilistic beliefs about outcomes it predicts specific ways in which the environment influences attitudes toward modest scale risk it replicates classical prospect theory including the prediction of distaste for insuring losses when exposure to risk is a surprise but implies first order risk aversion when a risk and the possibility of insuring it are anticipated a prior expectation to take on risk decreases aversion to both the anticipated and additional risk for large scale risk the model allows for standard consumption utility to dominate reference dependent gain loss utility generating nearly identical risk aversion across situations

differential information and performance measurement using a security market line an uninformed observer using the tools of mean variance and security market line analysis to measure the performance of a portfolio manager who has superior information is unlikely to be able to make any reliable inferences while some positive results of a very limited nature are possible e g when there is a riskless asset or when information is restricted to be security specific in general anything is possible in particular a manager with superior information can appear to the observer to be below or above the security market line and inside or outside of the mean variance efficient frontier and any combination of these is possible mean variance theory predicts that if we plot expected returns against beta coefficients all securities plot on a single line known as the security market line sml since fpi the beta coefficient for security i is interpreted as a measure of the riskiness of security i the market line is a graphical representation of the linear relationship between risk and return what are we to make of deviations from the sml i e of securities or managed portfolios that do not plot on such a line if we can retain our intuitive interpretation of fj as the riskiness of asset i and the market line as the appropriate expected return needed to reward agents taking on various degrees of risk then vertical deviations from the market line represent abnormal returns that differ from what is merited this paper and the companion piece dybvig and ross 10 explore in detail the validity of this intuition and the question of what sml deviations really measure the companion piece analyzes sml deviations caused by the choice of an inefficient market or reference portfolio in this paper we analyze sml deviations caused by superior performance based on superior information the intuitive explanation of deviations from the sml has motivated many

asymmetric decoy effects on lower quality versus higher quality brands meta analytic and experimental evidence prior research demonstrates that adding decoys to choice sets can increase choice shares of brands similar to decoys while reducing shares of brands dissimilar to decoys such effects have been dubbed attraction effects and violate the principles of independence of irrelevant alternatives ha and regularity we report a meta analysis that in addition to revealing heretofore unsupported range effects demonstrates an effect of brand quality decoys reduce shares of lower quality competitors more than they reduce shares of higher quality competitors moreover whereas iia is violated throughout regularity is violated only when higher quality brands are targeted decoys increase shares of higher quality brands but typically do not increase shares of lower quality brands to assess the generalizability of the meta analytic pattern we tested decoy effects on two distinct populations in a large experiment the more traditional population replicated the meta analytic pattern standard asymmetry while the more nontraditional population reversed it these findings suggest that while the standard asymmetry is replicable it may not generalize to all market segments