Written to complement the second edition of best-selling textbook Introductory Econometrics for Finance, this book provides a comprehensive introduction to the use of the Regression Analysis of Time Series (RATS) software for modelling in finance and beyond. It provides numerous worked examples with carefully annotated code and detailed explanations of the outputs, giving readers the knowledge and confidence to use the software for their own research and to interpret their own results. A wide variety of important modelling approaches are covered, including such topics as time-series analysis and forecasting, volatility modelling, limited dependent variable and panel methods, switching models and simulations methods. The book is supported by an accompanying website containing freely downloadable data and RATS instructions.
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Book Description
Written to complement the second edition of best-selling textbook Introductory Econometrics for Finance, this book provides a comprehensive introduction to the use of the Regression Analysis of Time Series (RATS) software for modelling in finance and beyond.
About the Author
Chris Brooks is Professor of Finance at the ICMA Centre, University of Reading, UK, where he also obtained his PhD. He has published over 60 articles in leading academic and practitioner journals including the Journal of Business, the Journal of Banking and Finance, the Journal of Empirical Finance, the Review of Economics and Statistics and the Economic Journal. He is associate editor of a number of journals including the International Journal of Forecasting. He has also acted as consultant for various banks and professional bodies in the fields of finance, econometrics and real estate.
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Inside This Book
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Key Phrases - Statistically Improbable Phrases (SIPs):
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usable observations, house price series, supplementary cards, classical linear regression model, unrestricted regression, auxiliary regression, regression containing, cointegrating vectors Key Phrases - Capitalized Phrases (CAPs): (learn more)
Variable Coeff Std Error T-Stat Signif, Degrees of Freedom, Log Likelihood, Sum of Squared Residuals, Mean of Dependent Variable, Durbin-Watson Statistic, Std Error of Dependent Variable, Standard Error of Estimate, Monte Carlo, Least Squares Dependent Variable, Significance Level, Signif Level, Total Observations, Dickey-Fuller Unit Root Test, Sample Mean, Step Std Error, User Guide, Microsoft Excel, Variable F-Statistic Signif, The Durbin-Watson, Reference Manual, Other Formats Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Surprise Me!
usable observations, house price series, supplementary cards, classical linear regression model, unrestricted regression, auxiliary regression, regression containing, cointegrating vectors Key Phrases - Capitalized Phrases (CAPs): (learn more)
Variable Coeff Std Error T-Stat Signif, Degrees of Freedom, Log Likelihood, Sum of Squared Residuals, Mean of Dependent Variable, Durbin-Watson Statistic, Std Error of Dependent Variable, Standard Error of Estimate, Monte Carlo, Least Squares Dependent Variable, Significance Level, Signif Level, Total Observations, Dickey-Fuller Unit Root Test, Sample Mean, Step Std Error, User Guide, Microsoft Excel, Variable F-Statistic Signif, The Durbin-Watson, Reference Manual, Other Formats Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Surprise Me!
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