Regression with Multiple Change Points
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Documentation for package ‘mcp’ version 0.4.0
Help Pages
| mcp-package | mcp: Regression with Multiple Change Points |
| as.array.mcpfit | Extract MCMC Draws from 'mcpfit' Objects |
| as.data.frame.mcpfit | Extract MCMC Draws from 'mcpfit' Objects |
| as.matrix.mcpfit | Extract MCMC Draws from 'mcpfit' Objects |
| as.mcmc.mcpfit | Extract MCMC Draws from 'mcpfit' Objects |
| as_draws | Extract MCMC Draws from 'mcpfit' Objects |
| as_draws.mcpfit | Extract MCMC Draws from 'mcpfit' Objects |
| as_draws_array | Extract MCMC Draws from 'mcpfit' Objects |
| as_draws_array.mcpfit | Extract MCMC Draws from 'mcpfit' Objects |
| as_draws_df | Extract MCMC Draws from 'mcpfit' Objects |
| as_draws_df.mcpfit | Extract MCMC Draws from 'mcpfit' Objects |
| as_draws_matrix | Extract MCMC Draws from 'mcpfit' Objects |
| as_draws_matrix.mcpfit | Extract MCMC Draws from 'mcpfit' Objects |
| as_draws_rvars | Extract MCMC Draws from 'mcpfit' Objects |
| as_draws_rvars.mcpfit | Extract MCMC Draws from 'mcpfit' Objects |
| bernoulli | Bernoulli Family for mcp |
| coef.mcpfit | Summarise mcpfit objects |
| confint.mcpfit | Prior and Posterior Covariance and Central Intervals for 'mcpfit' Objects |
| demo_fit | Pre-fitted example mcp model |
| draws-index-mcp | Index 'mcpfit' objects |
| execute-mcp-model | Fitted and predicted values of 'mcp' models fits |
| family.mcpfit | Extract Model Information from an 'mcpfit' |
| fitted | Fitted and predicted values of 'mcp' models fits |
| fitted.mcpfit | Fitted and predicted values of 'mcp' models fits |
| fixef | Summarise mcpfit objects |
| fixef.mcpfit | Summarise mcpfit objects |
| formula.mcpfit | Extract Model Information from an 'mcpfit' |
| hypothesis | Test Hypotheses Concerning Individual Parameters |
| hypothesis.mcpfit | Test Hypotheses Concerning Individual Parameters |
| interpolate_newdata | Returns a tibble with all combos of predictors |
| is.mcpfit | Checks if the Argument is an 'mcpfit' Object |
| is_mcpfit | Checks if the Argument is an 'mcpfit' Object |
| log_lik | Fitted and predicted values of 'mcp' models fits |
| log_lik.mcpfit | Fitted and predicted values of 'mcp' models fits |
| LOO | Information Criteria for Model Comparison |
| loo | Information Criteria for Model Comparison |
| loo.mcpfit | Information Criteria for Model Comparison |
| loo_compare | Information Criteria for Model Comparison |
| mcp | Fit Multiple Linear Segments And Their Change Points |
| mcp-formula | Model formulas in mcp |
| mcp-priors | Priors in mcp |
| mcpfit | Class 'mcpfit' of Models Fitted with the 'mcp' Package |
| mcpfit-class | Class 'mcpfit' of Models Fitted with the 'mcp' Package |
| mcp_columns | Model data columns |
| mcp_example | Run example models |
| mcp_example_data | Run example models |
| mcp_formula | Model formulas in mcp |
| mcp_pars | Model parameters |
| mcp_priors | Priors in mcp |
| model-accessors-mcpfit | Extract Model Information from an 'mcpfit' |
| model.frame.mcpfit | Extract Model Information from an 'mcpfit' |
| nchains | Index 'mcpfit' objects |
| nchains.mcpfit | Index 'mcpfit' objects |
| ndraws | Index 'mcpfit' objects |
| ndraws.mcpfit | Index 'mcpfit' objects |
| negbinomial | Negative Binomial for mcp |
| niterations | Index 'mcpfit' objects |
| niterations.mcpfit | Index 'mcpfit' objects |
| nobs.mcpfit | Extract Model Information from an 'mcpfit' |
| plot | Plot full fits |
| plot.mcpfit | Plot full fits |
| plot_dpar | Plot full fits |
| plot_pars | Plot individual parameters |
| posterior-uncertainty-mcpfit | Prior and Posterior Covariance and Central Intervals for 'mcpfit' Objects |
| posterior_epred | Posterior prediction draws for 'mcpfit' objects |
| posterior_epred.mcpfit | Posterior prediction draws for 'mcpfit' objects |
| posterior_linpred | Posterior prediction draws for 'mcpfit' objects |
| posterior_linpred.mcpfit | Posterior prediction draws for 'mcpfit' objects |
| posterior_predict | Posterior prediction draws for 'mcpfit' objects |
| posterior_predict.mcpfit | Posterior prediction draws for 'mcpfit' objects |
| pp_check | Posterior Predictive Checks For Mcpfit Objects |
| pp_check.mcpfit | Posterior Predictive Checks For Mcpfit Objects |
| predict | Fitted and predicted values of 'mcp' models fits |
| predict.mcpfit | Fitted and predicted values of 'mcp' models fits |
| Summarise mcpfit objects | |
| print.mcpfit | Summarise mcpfit objects |
| print.mcplist | Print mcplist |
| print.mcpsummary | Summarise mcpfit objects |
| print.mcptext | Nice Printing of Multiline Texts |
| prior_summary | Summarise priors used by an mcp model |
| prior_summary.mcpfit | Summarise priors used by an mcp model |
| ranef | Summarise mcpfit objects |
| ranef.mcpfit | Summarise mcpfit objects |
| residuals | Fitted and predicted values of 'mcp' models fits |
| residuals.mcpfit | Fitted and predicted values of 'mcp' models fits |
| sd_to_prec | Transform an mcp prior to the parameterization used by JAGS |
| summary | Summarise mcpfit objects |
| summary.mcpfit | Summarise mcpfit objects |
| tidy_draws.mcpfit | Extract MCMC Draws from 'mcpfit' Objects |
| variables | Index 'mcpfit' objects |
| variables.mcpfit | Index 'mcpfit' objects |
| vcov.mcpfit | Prior and Posterior Covariance and Central Intervals for 'mcpfit' Objects |
| WAIC | Information Criteria for Model Comparison |
| waic | Information Criteria for Model Comparison |
| waic.mcpfit | Information Criteria for Model Comparison |