Man pages for rje42/causl
Methods for Specifying, Simulating from and Fitting Causal Models
| adj_vars | Adjust values of copula parameters individually |
| causalSamp | Sample from a causal model |
| causl_copula | Copula family functions |
| causl_model | Define a 'causl_model' object |
| check_pars | Check parameters for univariate families |
| copula_density | Density of a multivariate copula |
| cVCopula | Vectorized conditional copula function |
| dGaussDiscCop | Density of a Mixed Copula |
| emp_cdf | Empirical CDF |
| emp_cop | Empirical copula |
| ests_ses | Extract parameter estimates and standard errors |
| family_list | Obtain list of family functions |
| family_vals | Numbers for parametric families |
| fit_causl | Fit multivariate copula regression model |
| formula_tools | Tools for manipulating formulas |
| gen_cop_pars | Function to generate random copula parameters for simulation |
| gen_dummy_dat | Generate a dummy dataset |
| get_family | Return causl_fam function from integer index |
| get_max_weights | Get maximum weight for each segment of a distribution |
| get_X_density | Get density of treatments |
| glm_dens | Get univariate densities and uniform order statistics |
| glm_sim | Simulate from a GLM |
| is_categorical | Check if family is categorical |
| link | Obtain link from 'causl_' objects |
| link_apply | Helper function to apply link function |
| links_cop | List of link functions for copuulas |
| link_setup | Set up link functions |
| links_list | List of links available for each parametric family |
| ll_frugal | Log-likelihood for frugal parameterization |
| merge_formulas | Combine multiple formulas |
| modify.causl_model | Modify 'causl_model' object |
| nll2 | Negative log-likelihood |
| pair_copula_setup | Sets up copula quantities only |
| par_masks | Get parameter masks for regression parameters |
| print.causl_model | Display output from 'causl_model' |
| process_discrete_dens | Obtain univariate densities |
| process_inputs | Process formulas, families and parameters |
| process_prespecified | Obtain quantiles for prespecified variables |
| rejectionWeights | Get weights for rejection sampling |
| rescale_cop | Rescale quantiles to conditional copula |
| rescale_var | Rescale quantiles to arbitrary random variable. |
| rfrugal | Sample from a causal model |
| sample_copulas | Sample from multivariate copulas |
| sim_copula | Simulate copula values |
| sim_inversion | Simulate for single time-step |
| sim_variable | Simulate a single variable using the inversion method |
| sim_vinecop | Simulate from vine copula |
| sim_X | Simulate initial X values |
| theta_to_p_cat | Transform categorical or ordinal parameters into... |
| var_order | Obtain variable ordering from formulas |
