Del 539 i serien Lecture Notes in Economics and Mathematical Systems

Modelling Irregularly Spaced Financial Data

Theory and Practice of Dynamic Duration Models

Häftad, Engelska, 2004

1 439 kr

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This book has been written as a doctoral dissertation at the Department of Economics at the University of Konstanz. I am indebted to my supervisor Winfried Pohlmeier for providing a stimulating and pleasant research en- ronment and his continuous support during my doctoral studies. I strongly bene?tted from inspiring discussions with him, his valuable advices and he- ful comments regarding the contents and the exposition of this book. I am grateful to Luc Bauwens for refereeing my work as a second super- sor. Moreover, I wish to thank him for o?ering me the possibility of a research visit at the Center of Operations Research and Econometrics (CORE) at the Universit' e Catholique de Louvain. Important parts of this book have been conceived during this period. Similarly, I am grateful to Tony Hall who invited me for a research visit at the University of Technology, Sydney, and provided me access to an excellent database from the Australian Stock Exchange. I would like to thank him for his valuable support and the permission to use this data for empirical studies in this book.I wish to thank my colleagues at the University of Konstanz Frank G- hard,DieterHess,JoachimInkmann,MarkusJochmann,StefanKlotz,Sandra Lechner and Ingmar Nolte who o?ered me advice, inspiration, friendship and successfulco-operations.Moreover,Iamgratefultothestudentresearchass- tantsat the Chair of Econometrics at the University of Konstanz, particularly Magdalena Ramada Sarasola, Danielle Tucker and Nadine Warmuth who did a lot of editing work.

Produktinformation

Utgivningsdatum2004-04-06
Mått155 x 235 x 17 mm
Vikt464 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Economics and Mathematical Systems
Antal sidor292
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540211341

Tillhör följande kategorier

Finansiering inom Ekonomi och Ledarskap
Mikroekonomi inom Ekonomi och Ledarskap

1 Introduction.- 2 Point Processes.- 2.1 Basic Concepts of Point Processes.- 2.2 Types of Point Processes.- 2.3 Non-Dynamic Point Process Models.- 2.4 Censoring and Time-Varying Covariates.- 2.5 Outlook on Dynamic Extensions.- 3 Economic Implications of Financial Durations.- 3.1 Types of Financial Durations.- 3.2 The Role of Trade Durations in Market Microstructure Theory.- 3.3 Risk Estimation based on Price Durations.- 3.4 Liquidity Measurement.- 4 Statistical Properties of Financial Durations.- 4.1 Data Preparation Issues.- 4.2 Transaction Databases and Data Preparation.- 4.3 Statistical Properties of Trade, Limit Order and Quote Durations.- 4.4 Statistical Properties of Price Durations.- 4.5 Statistical Properties of (Excess) Volume Durations.- 4.6 Summarizing the Statistical Findings.- 5 Autoregressive Conditional Duration Models.- 5.1 ARMA Models for (Log-)Durations.- 5.2 The ACD Model.- 5.3 Extensions of the ACD Framework.- 5.4 Testing the ACD Model.- 5.5 Applications of ACD Models.- 6 Semiparametric Dynamic Proportional Intensity Models.- 6.1 Dynamic Integrated Intensity Processes.- 6.2 The Semiparametric ACPI Model.- 6.3 Properties of the Semiparametric ACPI Model.- 6.4 Extensions of the ACPI Model.- 6.5 Testing the ACPI Model.- 6.6 Estimating Volatility Using the ACPI Model.- 7 Univariate and Multivariate Dynamic Intensity Models.- 7.1 Univariate Dynamic Intensity Models.- 7.2 Multivariate Dynamic Intensity Models.- 7.3 Dynamic Latent Factor Models for Intensity Processes.- 7.4 Applications of Dynamic Intensity Models.- 8 Summary and Conclusions.- A Important Distributions for Duration Data.- B List of Symbols (in Alphabetical Order).- References.