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regression using splines, are introduced as needed. The classical methods of finance such as portfolio theory, CAPM, and the …:Introduction * Probability and Statistical Models * Returns * Time Series Models * Portfolio Theory * Regression * The Capital Asset Pricing …
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"This book reviews the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences. The book introduces the underlying econometric/statistical ideas, shows what is identified and how the...
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Panel data model with stationary and nonstationary regressors and error terms -- Panel time trend model with stationary and nonstationary error terms -- Estimation of change points in stationary and nonstationary regressors and error term -- Weak instruments in panel data models -- Incidental...
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Cover -- Title Page -- Copyright -- Contents -- Chapter 1 Classical Time Series Models and Financial Series -- 1.1 Stationary Processes -- 1.2 ARMA and ARIMA Models -- 1.3 Financial Series -- 1.4 Random Variance Models -- 1.5 Bibliographical Notes -- 1.6 Exercises -- Part I Univariate GARCH...
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