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std::vector< double > | glm_coefficients (Matrix< double > const &x_predictors, std::vector< double > const &y_response, GlmLink const &link, GlmOutput const &output) |
| Compute the model coefficients of a glm_fit(). More...
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std::vector< double > | glm_coefficients (Matrix< double > const &x_predictors, std::vector< double > const &y_response, GlmOutput const &output) |
| Compute the model coefficients of a glm_fit(). More...
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std::vector< double > | glm_estimate_betas (GlmOutput const &output) |
| Compute the beta estimates resulting from a glm_fit(). More...
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double | glm_estimate_intercept (Matrix< double > const &x_predictors, std::vector< double > const &y_response, GlmLink const &link, GlmOutput const &output, std::vector< double > const &betas) |
| Compute the intercept resulting from a glm_fit(). More...
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double | glm_estimate_intercept (Matrix< double > const &x_predictors, std::vector< double > const &y_response, GlmOutput const &output, std::vector< double > const &betas) |
| Compute the intercept resulting from a glm_fit(). More...
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GlmOutput | glm_fit (Matrix< double > const &x_predictors, std::vector< double > const &y_response, GlmExtras const &extras={}, GlmControl const &control={}) |
| Fit a Generalized Linear Model (GLM) using a linear gaussian model. More...
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GlmOutput | glm_fit (Matrix< double > const &x_predictors, std::vector< double > const &y_response, GlmFamily const &family, GlmExtras const &extras={}, GlmControl const &control={}) |
| Fit a Generalized Linear Model (GLM). More...
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GlmOutput | glm_fit (Matrix< double > const &x_predictors, std::vector< double > const &y_response, GlmFamily const &family, GlmLink const &link, GlmExtras const &extras={}, GlmControl const &control={}) |
| Fit a Generalized Linear Model (GLM). More...
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