11 Financial Econometrics with R

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11.1 Linear Models (OLS)

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11.1.1 Simulating a Linear Model

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11.1.2 Estimating a Linear Model

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11.1.3 Statistical Inference in Linear Models

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11.2 Generalized Linear Models (GLM)

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11.2.1 Simulating a GLM Model

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11.2.2 Estimating a GLM Model

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11.3 Panel Data Models

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11.3.1 Simulating Panel Data Models

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11.3.2 Estimating Panel Data Models

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11.4 Arima Models

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11.4.1 Simulating Arima Models

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11.4.2 Estimating Arima Models

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11.4.3 Forecasting Arima Models

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11.5 GARCH Models

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11.5.1 Simulating Garch Models

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11.5.2 Estimating Garch Models

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11.5.3 Forecasting Garch Models

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11.6 Dealing with Several Models

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11.6.1 Using tapply() and sapply()

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11.6.2 Using by()

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11.6.3 Using dplyr::group_by()

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11.7 Exercises

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