Volume and the Nonlinear Dynamics of Stock Returns

This manuscript is about the joint dynamics of stock returns and trading volume. It grew out of my attempt to construct an intertemporal asset pricing model with rational agents which can. explain the relation between volume, volatility and persistence of stock return documented in empirical literat...

Full description

Bibliographic Details
Main Author: Hsu, Chiente
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 1998, 1998
Edition:1st ed. 1998
Series:Lecture Notes in Economics and Mathematical Systems
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
LEADER 03294nmm a2200313 u 4500
001 EB000660657
003 EBX01000000000000000513739
005 00000000000000.0
007 cr|||||||||||||||||||||
008 140122 ||| eng
020 |a 9783642457654 
100 1 |a Hsu, Chiente 
245 0 0 |a Volume and the Nonlinear Dynamics of Stock Returns  |h Elektronische Ressource  |c by Chiente Hsu 
250 |a 1st ed. 1998 
260 |a Berlin, Heidelberg  |b Springer Berlin Heidelberg  |c 1998, 1998 
300 |a VIII, 133 p  |b online resource 
505 0 |a 1 Introduction -- 2 Efficient Stock Markets -- 2.1 Equilibrium Models of Asset Pricing -- 2.2 Econometric Tests of the Efficient Market Hypothesis -- 3 The Informational Role of Volume -- 3.1 Standard Grossman-Stiglitz Model -- 3.2 The No-Trad Result of the BEO Model -- 3.3 A Model with Nontradable Asset -- 4 Volume and Volatility of Stock Returns -- 4.1 Empirical and Numerical Results -- 4.2 Summary -- 5 Nonlinear Analysis of Return and Volume -- 5.1 A Preliminary Data Exploration -- 5.2 Estimation of the Conditional Density -- 5.3 Nonlinear Impulse Response Analysis -- 6 Testing the Structure Model -- 6.1 The Structural Model -- 6.2 Efficient Method of Moments -- 6.3 Application of EMM -- 6.4 Does the Stochastic Volatility Model Do Better? -- 6.5 Summary -- 7 Conclusions -- A Proof of Proposition 1 -- B Proof of Proposition 2 -- References 
653 |a Finance 
653 |a Econometrics 
653 |a Economic Theory/Quantitative Economics/Mathematical Methods 
653 |a Econometrics 
653 |a Economic theory 
653 |a Finance, general 
041 0 7 |a eng  |2 ISO 639-2 
989 |b SBA  |a Springer Book Archives -2004 
490 0 |a Lecture Notes in Economics and Mathematical Systems 
856 4 0 |u https://doi.org/10.1007/978-3-642-45765-4?nosfx=y  |x Verlag  |3 Volltext 
082 0 |a 332 
520 |a This manuscript is about the joint dynamics of stock returns and trading volume. It grew out of my attempt to construct an intertemporal asset pricing model with rational agents which can. explain the relation between volume, volatility and persistence of stock return documented in empirical literature. Most part of the manuscript is taken from my thesis. I wish to express my deep appreciation to Peter Kugler and Benedikt Poetscher, my advisors of the thesis, for their invaluable guidance and support. I wish to thank Gerhard Orosel and Gerhard Sorger for their encouraging and helpful discussions. Finally, my thanks go to George Tauchen who has been generous in giving me the benefit of his numerical and computational experience, in providing me with programs and in his encouragement. Contents 1 Introduction 1 7 2 Efficient Stock Markets Equilibrium Models of Asset Pricing 8 2. 1 2. 1. 1 The Martigale Model of Stock Prices 8 2. 1. 2 Lucas' Consumption Based Asset Pricing Model 9 2. 2 Econometric Tests of the Efficient Market Hypothesis 13 2. 2. 1 Autocorrelation Based Tests 14 16 2. 2. 2 Volatility Tests Time-Varying Expected Returns 25 2. 2. 3 3 The Informational Role of Volume 29 3. 1 Standard Grossman-Stiglitz Model 31 3. 2 The No-Trad Result of the BEO Model 34 A Model with Nontradable Asset 37 3. 3 4 Volume and Volatility of Stock Returns 43 4. 1 Empirical and Numerical Results 45 4