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Applied Econometric Time Series, Third Edition

Walter Enders

ISBN 10: 8126543914 / ISBN 13: 9788126543915
Editorial: Wiley India Pvt Ltd, 2015
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Enders continues to provide business professionals with an accessible introduction to time-series analysis. He clearly shows them how to develop models capable of forecasting, interpreting and testing hypotheses concerning economic data using the latest techniques. The third edition includes new discussions on parameter instability and structural breaks as well as out-of-sample forecasting methods. New developments in unit root test and co-integration tests are covered. Multivariate GARCH models are also presented. Tables of Contents:- Chapter 1: Difference Equations. ? Time-Series Models. ? Difference Equations and Their Solutions. ? Solution by Iteration. ? An Alternative Solution Methodology. ? The Cobweb Model. ? Solving Homogeneous Difference Equations. ? Finding Particular Solutions for Deterministic Processes. ? The Method of Undetermined Coefficients. ? Lag Operators. ? Summary and Conclusions. ? Questions and Exercises. ? Endnotes. ? Appendix 1 Imaginary Roots and De Moivre`s Theorem. ? Appendix 2 Characteristic Roots in Higher Order Equations. Chapter 2 : Stationary Time-Series Models. ? Stochastic Difference Equation Models. ? ARMA Models. ? Stationary. ? Stationary Restrictions for an ARMA (p, q) Model. ? The Autocorrelation Function. ? The Partial Autocorrelation Function. ? Sample Autocorrelations of Stationary Series. ? Box-Jenkins Model Selection. ? Properties of Forecasts. ? A Model of the Interest Rate Spread. ? Seasonality. ? Parameter Instability and Structural Change. ? Summary and Conclusions. ? Questions and Exercises. ? Endnotes. ? Appendix 1 Estimation of an MA (1) Process. ? Appendix 2 Model Selection Criteria. Chapter 3: Modelling Volatility. ? Economic Time Series the Stylized Facts. ? ARCH Processes. ? ARCH and GARCH Estimates of Inflation. ? Two Examples of GARCH Models. ? A GARCH Model of Risk. ? The ARCH-M Model. ? Additional Properties of GARCH Processes. ? Maximum Likelihood Estimation of GARCH Models. ? Other Models of Conditional Variance. ? Estimating the NYSE International 100 Index. ? Multivariate GARCH. ? Summary and Conclusions. ? Questions and Exercises. ? Endnotes. ? Appendix 1 Multivariate GARCH Models. Chapter 4: Models with Trend. ? Deterministic and Stochastic Trend. ? Removing the Trend. ? Unit Roots and Regression Residuals. ? The Monte Carlo Method. ? Dickey-Fuller Tests. ? Examples of the ADF Test. ? Extensions of the Dickey-Fuller Test. ? Structural Change. ? Power and the Deterministic Repressors. ? Tests with More Power. ? Panel Unit Root Tests. ? Trends and Univar ate Decompositions. ? Summary and Conclusions. ? Questions and Exercises. ? Endnotes. ? Appendix 1 The Bootstrap. Chapter 5: Multi equation Time-Series Models. ? Intervention Analysis. ? Transfer Function Models. ? Estimating a Transfer Function. ? Limits to Structural Multivariate Estimation. ? Introduction to VAR Analysis. ? Estimation and Identification. ? The Impulse Response Function. ? Testing Hypothesis. ? Example of a Simple VAR Terrorism and Tourism in Spain. ? Structural VARs. ? Examples of Structural Decompositions. ? The Blanchard and Quah Decomposition. ? Decomposing Real and Nominal Exchange Rate Movements an Example. ? Summary and Conclusions. ? Questions and Exercises. ? Endnotes. Chapter 6: Co-integration and Error-Correction Models. ? Linear Combinations of Integrated Variables. ? Co-integration and Common Trends. ? Co-integration and Error Correction. ? Testing for Co-integration The Engle--Granger Methodology. ? Illustrating the Engle-Granger Methodology. ? Co-integration and Purchasing-Power Parity. ? Characteristic Roots, Rank, and Co-integration. ? Hypothesis Testing. ? Illustrating the Johansen Methodology. ? Error-Correction and ADL Tests. ? Comparing the Three Methods. ? Summary and Conclusions. ? Questions and Exercises. ? Endnotes. ? Appendix 1 Characteristi Printed Pages: 531. N° de ref. de la librería 75191

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Título: Applied Econometric Time Series, Third ...

Editorial: Wiley India Pvt Ltd

Año de publicación: 2015

Encuadernación: Softcover

Condición del libro: New

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Sinopsis:

Enders continues to provide business professionals with an accessible introduction to time-series analysis. He clearly shows them how to develop models capable of forecasting, interpreting and testing hypotheses concerning economic data using the latest techniques. The third edition includes new discussions on parameter instability and structural breaks as well as out-of-sample forecasting methods. New developments in unit root test and cointegration tests are covered. Multivariate garch models are also presented. Difference equations stationary time-series models modeling volatility models with trend multiequation time-series models.

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