Regression methods with time-varying coefficientsMain functions for semiparametric regression with time-varying coefficients. |
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tvReg: Time-Varying Coefficient for Single and Multi-Equation Regressions |
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Time-Varying Coefficients Linear Models |
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Time-Varying Autoregressive Model |
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Time-Varying Ordinary Least Squares |
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Time-Varying Seemingly Unrelated Regression Equations Model |
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Time-varying Variance-Covariance Estimation |
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Time-Varying Generalised Least Squares |
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Time-varying Vector Autoregressive Models |
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Time-Varying Impulse Response Function |
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Time-Varying Coefficients Panel Data Models |
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Time-Varying Fixed Effects Estimation |
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Time-Varying Random Effects Estimation |
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Bandwidth selectionCross-validation methods for bandwidth selection. |
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Bandwidth Selection by Cross-Validation |
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Covariance Bandwidth Calculation by Cross-Validation bwCov calculates a single bandwidth to estimate the time-varying variance- covariance matrix. |
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Results outputPlot, summary and print methods. |
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Plot Methods for Objects in tvReg |
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Print results of functions in tvReg |
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Print results of functions in tvReg |
Data setsData sets included in the package. |
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Standarised rates from a currency portfolio. |
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Fama and French portfolio daily returns and factors for international markets. |
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Daily realized variance |
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Variables related to the problem of healthcare spending. |
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UtilitiesUtilities for tvReg objects. |
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Confidence Intervals for Objects in tvReg |
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Predict Methods for Objects in tvReg. |
Forecast Methods for Objects in tvReg. |
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Time-Varying Coefficient Arrays of the Lagged Endogenous Variables of a TVVAR (no intercept). |
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Coefficient Array of an Estimated tvVAR |
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Time-Varying Coefficient Arrays of the MA Represention |
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Time-Varying Coefficient Arrays of the Orthogonalised MA Represention |
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Update and Re-fit the Models of package tvReg |