Modelling Irregularly Spaced Financial Data

Theory and Practice of Dynamic Duration Models

Nikolaus Hautsch (Autor)

Buch | Softcover

XII, 292 Seiten

2004 | 1. Softcover reprint of the original 1st ed. 2004
Springer Berlin (Verlag)
978-3-540-21134-1 (ISBN)

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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.

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.

From the reviews of the first edition:

"This book regards financial point processes. ... Valuable risk and liquidity measures are constructed by defining financial events in terms of price and /or the volume process. Several applications are illustrated." (Klaus Ehemann, Zentralblatt MATH, Vol. 1081, 2006)

Erscheint lt. Verlag	6.4.2004
Reihe/Serie	Lecture Notes in Economics and Mathematical Systems
Zusatzinfo	XII, 292 p. 55 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	446 g
Themenwelt	Wirtschaft ► Allgemeines / Lexika
Themenwelt	Wirtschaft ► Volkswirtschaftslehre ► Ökonometrie
Schlagworte	Dynamic Duration Models • Financial Transaction Data • Finanzmathematik • linear optimization • Modeling • Multivariate Intensity Models • Multivariate Point Processes • Quantitative Finance • Volatility and Liquidity Estimation
ISBN-10	3-540-21134-9 / 3540211349
ISBN-13	978-3-540-21134-1 / 9783540211341
Zustand	Neuware