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Financial Econometrics - With Eviews
- Auteur Roman Kozhan
- ISBN 978-87-7681-427-4
- 1. Editie
- 116 pagina's
Beschrijving
The aim of this free textbook is to provide a step-by-step guide to financial econometrics using EViews 6.0 statistical package. It contains brief overviews of econometric concepts, models and data analysis techniques followed by empirical examples of how they can be implemented in EViews. This book is written as a compendium for undergraduate and graduate students in economics and finance. This book may be used as a textbook companion for graduate level courses in time series analysis, empirical finance and financial econometrics.
The supplementary material for the book can be found here.
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Preface
The aim of this textbook is to provide a step-by-step guide to financial econometrics using EViews 6.0 statistical package. It contains brief overviews of econometric concepts, models and data analysis techniques followed by empirical examples of how they can be implemented in EViews.
This book is written as a compendium for undergraduate and graduate students in economics and finance. It also can serve as a guide for researchers and practitioners who desire to use EViews for analysing financial data. This book may be used as a textbook companion for graduate level courses in time series analysis, empirical finance and financial econometrics.
It is assumed that the reader has a basic background in probability theory and mathematical statistics.
The material covered in the book includes concepts of linear regression, univariate and multivariate time series modelling and their implementation in EViews. Chapter 1 briefly introduces commands, structure and programming language of the EViews package. Chapter 2 provides an overview of the regression analysis and its inference. Chapters 3 to 5 cover some topics of univariate time series analysis including linear models, GARCH models of volatility, unit root tests. Chapter 6 introduces modelling of multivariate time series.
Contents
Preface
1. Introduction to EViews 6.0
1.1 Workfiles in EViews
1.2 Objects
1.3 Eviews Functions
1.4 Programming in Eviews
2. Regression Model
2.1 Introduction
2.2 Linear Regression Model
2.3 Nonlinear Regression
3. Univariate Time Series: Linear Models
3.1 Introduction
3.2 Stationarity and Autocorrelations
3.3 ARMA processes
4. Stationarity and Unit Roots Tests
4.1 Introduction
4.2 Unit Roots tests
4.3 Stationarity tests
4.4 Example: Purchasing Power Parity
5. Univariate Time Series: Volatility Models
5.1 Introduction
5.2 The ARCH Model
5.3 The GARCH Model
5.4 GARCH model estimation
5.5 GARCH Model Extensions
6. Multivariate Time Series Analysis
6.1 Vector Autoregression Model
6.2 Cointegration
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