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checkFit()
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checkFit: Generates log-likelihood and WAIC for tsbart fits. Called by tuneEcross function. |
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makeCutpoints()
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makeCutpoints: Create list of cutpoints for a design matrix X. |
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makeModelMatrix()
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makeModelMatrix: Create over-parameterized model matrix for tsBART fitting. |
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makePredGrid()
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makePredGrid: Expand a data frame of predicted observations over a grid. |
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sim
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Simulated cosine data with four covariates. |
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survPrep()
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survPrep: Expand a data frame for survival analysis. |
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tsbart-package
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tsbart: BART with Targeted Smoothing R Package |
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tsbart()
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tsbart: Fits tsbart model for continuous or binary responses. |
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tuneEcross()
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tuneEcross: Utility function for tuning expected number of crossings for tsbart(). |