Holistic Generalized Linear Models
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Documentation for package ‘holiglm’ version 1.0.0
Help Pages
| holiglm-package | Holistic Generalized Linear Models Package |
| acoef | Obtain all Active Coefficients |
| active_coefficients | Obtain all Active Coefficients |
| agg_binomial | Aggregate Binomial Data |
| as.OP.hglm_model | Convert to OP |
| bike | Bike Sharing Dataset |
| c.hglmc | Generic Functions for 'hglmc' Objects |
| coef.hglm | Extract Model Coefficients |
| cov_matrix | Construct Covariance matrix |
| group_equal | Group Equal Constraint |
| group_inout | In-Out Constraint |
| group_sparsity | Group Sparsity Constraint |
| hglm | Fitting Holistic Generalized Linear Models |
| hglmc | Generic Functions for 'hglmc' Objects |
| hglm_fit | Fitting Holistic Generalized Linear Models |
| hglm_model | Create a HGLM Model |
| hglm_seq | Fitting Holistic Generalized Linear Models |
| holiglm | Fitting Holistic Generalized Linear Models |
| include | Include Constraint |
| is.hglmc | Generic Functions for 'hglmc' Objects |
| k_max | Constraint on the Number of Covariates |
| linear | Linear Constraint |
| lower | Lower Bound |
| pairwise_sign_coherence | Pairwise Sign Coherence |
| predict.hglm | Predict Method for HGLM Fits |
| rhglm | Random HGLM Data |
| rho_max | Constraint on the Pairwise Correlation of Covariates |
| scale_constraint_matrix | Scale Linear Constraint Matrix |
| sign_coherence | Sign Coherence Constraint |
| solution.hglm | Extract Solution |
| update_objective | Update the Model Object |
| upper | Upper Bound |
| _PACKAGE | Holistic Generalized Linear Models Package |