All functions
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dk_sim()
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dk_sim simulation function based on a 1992 paper by Derksen and Keselman |
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get_coefs()
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Get coeficient names from a list of fitted models. |
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get_cv_glmnet()
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Wrapper around cv.glmnet |
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get_families()
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Get a list of the distribution families used from a list of fitted model objects |
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get_fit_models()
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Fits list of models to provided data |
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get_fivenum_coef()
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Gets fivenum() summary for coefficients retained by various models |
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get_fivenum_mse()
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Get fivenum summary of mean squared error from results list |
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get_glmnet_coef()
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Get coeficients without intercept from glmnet model |
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get_links()
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Get a list of the link functions used from a list of fitted model objects |
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get_mses()
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Get Mean Squared Errors for a list of models using test data. |
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get_predictors()
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get_predictors returns matrix of predictor variable data elements |
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get_targets()
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get_targets returns matrix of target data elements |
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make_dataset()
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Forms data set used for simulation |
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make_results()
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Makes a result list object with all simulation results included. |
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sim_object_to_df()
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sim_object_to_df creates a dataframe from the simulation object created by
dk_sim |
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stepwiser
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Simulation software loosely based on [@derksen_keselman1992] |