Stochastic investor sentiment,crowdedness and deviation of asset prices from fundamentals

This study constructs a theoretical model to address how stochastic investor sentiment affects investor's crowdedness, and how stochastic investor sentiment and crowdedness affect asset prices. An asset pricing model incorporating stochastic investor sentiment and crowdedness is developed, which can provide efficient explanations for the deviations of asset prices from fundamentals and the maverick risk of investors. This model indicates that the optimistic (pessimistic) investor sentiment and the long (short) crowdedness caused by optimistic (pessimistic) sentimental investors can push asset price above (below) fundamental value. Also, the sentimental investors who are wrong and alone would take the maverick risk. Our results are consistent with the idea that investor sentiment and investor behavior matter for the asset prices and the deviations of asset prices from fundamentals.     

Stock market crash of 2008: an empirical study of the deviation of share prices from company fundamentals

The aim of this study is to investigate quantitatively whether share prices deviated from company fundamentals in the stock market crash of 2008. For this purpose, we use a large database containing the balance sheets and share prices of 7796 worldwide companies for the period 2004–2013. We develop a panel regression model using three financial indicators – dividends per share, cash flow per share and book value per share – as explanatory variables for share price. We then estimate individual company fundamentals for each year by removing the time fixed effects from the two-way fixed effects model, which we identified as the best of the panel regression models.

Based on these results, we analyse the market anomaly quantitatively using the divergence rate – the rate of the deviation of share price from a company’s fundamentals. We find that share prices on average were overvalued in the period from 2005 to 2007 and were undervalued significantly in 2008, when the global financial crisis occurred. Share prices were equivalent to the fundamentals on average in the subsequent period. Our empirical results clearly demonstrate that the worldwide stock market fluctuated excessively in the time period before and just after the global financial crisis of 2008.     

Interpreting von neumann model prices as marginal values

The “prices” of goods in a generalized von Neumann model are shown to have the economic interpretation they naturally should have: the price of a good is, save mathematical niceties, the marginal rate at which the growth rate decreases as the consumption of that good increases.     

论人民币内外价值偏离

近几年来,人民币同时面临对外升值和对内贬值的双向压力。本文以“一价定律”为理论视角,分析了人民币内外价值偏离的表现及其危害,并从涉外经济政策层面探讨了内外价值偏离的深层原因,进而提出纠正人民币内外价值偏离的对策性建议。     

On non-ergodic asset prices

We investigate the asset prices dynamics and the long-run market shares of two competing financial mediators who are selected by consumers. We demonstrate that the social interaction among consumers constitutes an endogenous path-depending source of risk in a financial market. Depending on consumers’ evaluation of the mediator’s investment, asset prices may behave in a non-ergodic manner: the price process converges in distribution but the limiting distribution is not necessarily uniquely determined, its multiplicity being characterized by the multiplicity of possible long-run market shares. The convergence of the process is sensitive to initial conditions and depends on the history of noise-trader transactions. Long-run portfolio holdings may be in-efficient since investors holding mean-variance efficient portfolios may not be identified.     

Robust correlations between prices and labour values: a comment

The paper addresses Kliman's criticisms of the observed correlationsbetween prices and labour values. It argues that the notionof spurious correlation is not relevant in this case. It examinesKliman's own simulations and shows that his statistical correctiontechniques involve dividing through by the signal to leave thenoise.     

On milk prices in Kyrgyzstan

Dynamic relationships among weekly retail prices for milk from three regions of Kyrgyzstan are studied in an error correction framework. Observational data over the period January 1995 - May 1999 are used in the analysis. Results show that prices from the oblasts of Issyk-Kul and Djalal-Abad form one long-run cointegration relationship, with prices from Issyk-Kul exhibiting the property of weak exogeneity. Prices from the Osh oblast are not part of this relationship. These results are related to the levels of state-run milk marketing facilities versus private-run milk marketing facilities and surplus versus deficit milk production in each region.     

Are economists amoral? Contemporary economic thought and the distinction between values and prices

Underlying the “clash of cultures” between economists and the rest of the citizenry is a way of thinking about rationality, consumer choice and policy that periodically reveals a confusion between values and prices on the side of economists. Lawrence Summers' famous memo on the underpollution of the Third World was a case in point. Sadly, this was not an isolated incident. On the contrary, mainstream economists are conditioned, by the categories they employ, to regularly conflate value with price. This is particularly the case when it comes to theorizing about consumer choice and the meaning(s) to be ascribed to the set of market prices that emerge from the aggregate of these choices. This paper explores the dimensions of the problem and suggests other frameworks of choice that can enrich our understanding of consumer behavior and the significance of the set of prices that emerge in the market. Thanks go to Falguni A. Sheth, Kevin McCarron and the audience at the Association for Social Economics Annual Meetings, Washington, D.C., 2003 where an earlier version of this paper was presented.     

On the effect of high energy prices on investment

Empirical analyses of firm behaviour typically assume that there is a stable relationship between investment on the one hand and changes in the relative prices of inputs, output demand and other determinants on the other hand. However, because of the lumpy nature and irreversibility of investments and the presence of uncertainty about future economic developments, a specific percentage change in relative prices and output demand may not always lead to the same percentage change in capital stocks. That means that different regimes may exist in investment behaviour. We test whether such regimes exist using high-quality data on eight manufacturing industries in the Netherlands. Three different regimes can be identified that are characterized by differences in the relative input price levels and we find that if relative prices take on extreme values, the propensity to adjust the scale of production to changes in demand is very low.     

On the prevalence of trends in primary commodity prices

This paper applies new time series procedures to examine the Prebisch–Singer hypothesis of a secular deterioration in relative primary commodity prices. Specifically, we allow for (up to) two structural breaks in 24 price series, covering the 1900–98 period. For the majority of commodities, it is shown that the trend is not well represented by a single downward slope, but instead by a shifting trend that often changes sign over the sample period. Unlike some recent work that has also allowed for structural breaks, these results provide much less support for the Prebisch–Singer hypothesis.     

组织学习测度的研究述评

(一)基于组织的测度研究 在基于组织的组织学习测度研究中,相关的研究主要集中在三个方面,即以企业或者其下属部门为研究对象的宏观研究、以个人为研究对象的微观研究以及混合了两种方法的中观研究。     

On equilibrium prices in continuous time

State prices are the fundamental building block for dynamic asset pricing models. We provide here a general continuous-time setup that allows to derive non-trivial structural properties for state-prices from economic fundamentals. To this end, we combine general equilibrium theory and théorie générale of stochastic processes to characterize state prices that lead to continuous price systems on the consumption set. We also show that equilibria with such state prices exist.     

On volatility of prices in arbitrage-free markets

Summary This paper addresses the question of what one can learn about the dynamics of an economy from observing cross-sectional and time series variations in the volatility of prices in an arbitrage-free securities market. We introduce the notions of stochastic derivatives, marginal risk-adjusted growth rates, and marginal risk exposure in a single factor economy. We show that future variations in the state of the economy are due to two independent sources: the marginal risk-adjusted growth rate and the changes in marginal risk exposure. Using the martingale characterization of arbitrage-free prices, together with a martingale representation formula due to Haussmann (1978), we show that cross sectional variations in price volatility of assets with linear payoffs can be used to identify the sum of these two sources. Measurements of price volatility for assets with linear payoffs are not sufficient for complete identification of the independent determinants of possible future variations in the economy. However, using the volatility of prices of options on the state variable, we can identify the stochastic derivative and hence compute the price volatility of any path independent contingent claim.I am grateful to David Kreps and Kenneth Singleton for helpful conversations and to an anonymous referee for useful remarks. Financial support from Stanford Graduate School of Business Faculty Fellowship is gratefully acknowledged.     

Beyond implicit prices: recovering theoretically consistent and transferable values for noise avoidance from a hedonic property price model

Using a two-stage hedonic pricing methodology we estimate a system of structural demand equations for different sources of transport-related noise. In the first stage, we identify market segments using model-based clustering techniques and estimate separate hedonic price functions (HPFs) for each segment. In so doing, we show how a semiparametric spatial smoothing estimator outperforms other standard specifications of the HPF. In the second stage, we control for non-linearity of the budget constraint and identify demand relationships using techniques that account for problems of endogeneity and censoring of the dependent variable. Our estimated demand functions provide welfare estimates for peace and quiet that we believe to be the first derived from property market data in a theoretically consistent manner.      

On the risk premium in Nordic electricity futures prices

This paper examines empirically the relationship between electricity spot and futures prices, by analysing a decade of data for a set of short term-to-maturity futures contracts traded in the Nordic Power Exchange. It is found that, on average, there are significant positive risk premiums in short-term electricity futures prices. The significance and size of the premiums, however, varies seasonally over the year; whereas it is greatest during winter, it is zero in summer. It is also found that time-varying risk premiums are significantly related to unexpectedly low reservoir levels. Furthermore, before the unprecedented supply-shock that hit the market around the end of year 2002, the risk premiums were related to the variance and the skewness of future spot prices.     

On the role of liquidity in emerging markets stock prices

This paper investigates the impact of liquidity on emerging markets' stock prices. Particular attention is given to the estimation of Jensen's alpha and the quantity of risk. Our empirical analysis gives rise to two main issues. The first is related to the presence of an extra premium, i.e. “alpha puzzle”. The second is the time-varying component of the quantity of risk, i.e. “beta puzzle”. We find that local liquidity factors do not explain the presence of positive and statistically significant alphas. This puzzle is solved by means of transaction costs. In addition, we show that global liquidity factors, such as VIX and Open Interest, statistically affect the market price of risk. Our empirical finding proves the time varying nature of the global risk factors. Finally, we argue that standard asset pricing models cannot solve the two puzzles simultaneously.     

On the forecastability of share prices on the Viennese stock exchange

In this paper the Viennese stock exchange data are analysed by using ARMA and GARCH technology. After using AIC and BIC for estimating the linear structure of the time series, to the resulting innovations a GARCH(1,1) model is fit. The resulting residuals are then tested for serial independence and constancy of its distribution to check whether the models are reasonable. Main result is that the residuals of this ARMA-GARCH(1,1)-model are reasonably iid (which is checked by BDS and classical independence tests) for index data and significantly less well-behaved for stock data. Second, there is considerable autocorrelation in the data (especially in the Viennese indices WBK and ATX) which can be exploited even with 1.25% transaction costs (which is checked by a posteriori analysis of a strategy which exploits an underlying time-varying AR(1) model), however, much higher profit can be made with 0.5% transaction costs. Furthermore, the same techniques are applied to US Standard & Poor 500 index and the results for both data sets are compared giving the result that the US-market looks much more mature than the Viennese one.Financial Support by the Institute for Advanced Studies, Vienna, and the Fonds zur Förderung der wissenschaftlichen Forschung, Vienna, Grant P 9176 is gratefully acknowledged. This paper is a slightly abbreviated version of the Research Report No. 135 by the same authors (see References), which contains many detailed plots of the results.     

Values, prices of production and market prices: some more evidence from the Greek economy

This paper extends the empirical investigation of the relationbetween labour values and different price forms in the caseof the Greek economy. Subjecting the labour theory of valueto empirical tests with data from various countries helps inthe derivation of general conclusions regarding its empiricalvalidity and practical usefulness. Our results on the closenessof values and prices as measured by their absolute deviationand correlation, the shape of the wage–profit curves,the predictive power of labour values over market prices comparedwith other ‘value bases’, and the comparison offundamental Marxian categories when estimated in value and priceterms provide further support for the empirical strength ofthe labour theory of value.     

Natural gas prices and stock prices: Evidence from EU-15 countries

This study investigates the long-run relationship between natural gas prices and stock prices by using the Johansen and Juselius cointegration test and error–correction based Granger causality models for the EU-15 countries. We employ quarterly data covering the period from 1990:1 to 2008:1. Empirical findings suggest that there is a unique long-term equilibrium relationship between natural gas prices, industrial production and stock prices in Austria, Denmark, Finland, Germany and Luxembourg. However, no relationship is found between these variables in the other ten EU-15 countries. Although we detect a significant long-run relationship between stock prices and natural gas prices, Granger causality test results imply an indirect Granger causal relationship between these two variables. In addition, we investigate the Granger causal relationship between stock returns, industrial production growth and natural gas price increase for Austria, Denmark, Finland, Germany and Luxembourg. As a result, increase in natural gas prices seem to impact industrial production growth at the first place. In turn, industrial production growth appears to affect stock returns.