Diagnostic Tools for Hierarchical (Multilevel) Linear Models
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘HLMdiag’ version 0.5.0
Help Pages
| adjust_lmList | Fitting Common Models via 'lm' |
| adjust_lmList-method | Fitting Common Models via 'lm' |
| adjust_lmList.formula | Fitting Common Models via 'lm' |
| ahd | Methylprednisolone data |
| autism | Autism data |
| case_delete | Case Deletion for 'mer'/'lmerMod' objects |
| case_delete.default | Case Deletion for 'mer'/'lmerMod' objects |
| case_delete.lme | Case Deletion for 'mer'/'lmerMod' objects |
| case_delete.lmerMod | Case Deletion for 'mer'/'lmerMod' objects |
| case_delete.mer | Case Deletion for 'mer'/'lmerMod' objects |
| compare_eb_ls | Visually comparing shrinkage and LS estimates |
| cooks.distance | Influence on fixed effects of HLMs |
| cooks.distance.lme | Influence on fixed effects of HLMs |
| cooks.distance.lmerMod | Influence on fixed effects of HLMs |
| cooks.distance.mer | Influence on fixed effects of HLMs |
| covratio | Influence on precision of fixed effects in HLMs |
| covratio.default | Influence on precision of fixed effects in HLMs |
| covratio.lme | Influence on precision of fixed effects in HLMs |
| covratio.lmerMod | Influence on precision of fixed effects in HLMs |
| covratio.mer | Influence on precision of fixed effects in HLMs |
| covtrace | Influence on precision of fixed effects in HLMs |
| covtrace.default | Influence on precision of fixed effects in HLMs |
| covtrace.lme | Influence on precision of fixed effects in HLMs |
| covtrace.lmerMod | Influence on precision of fixed effects in HLMs |
| covtrace.mer | Influence on precision of fixed effects in HLMs |
| diagnostics | Defunct functions in package HLMdiag |
| dotplot_diag | Dot plots for influence diagnostics |
| extract_design | Extracting covariance matrices from lme |
| ggplot_qqnorm | Defunct functions in package HLMdiag |
| group_qqnorm | Defunct functions in package HLMdiag |
| HLMdiag | Diagnostic tools for hierarchical (multilevel) linear models |
| HLMdiag-defunct | Defunct functions in package HLMdiag |
| HLMdiag-deprecated | Deprecated functions in HLMdiag |
| HLMresid | Defunct functions in package HLMdiag |
| HLMresid.default | Defunct functions in package HLMdiag |
| HLMresid.lmerMod | Defunct functions in package HLMdiag |
| HLMresid.mer | Defunct functions in package HLMdiag |
| hlm_augment | Calculating residuals and influence diagnostics for HLMs 'hlm_augment' is used to compute residuals, fitted values, and influence diagnostics for a hierarchical linear model. The residuals and fitted values are computed using Least Squares(LS) and Empirical Bayes (EB) methods. The influence diagnostics are computed through one step approximations. |
| hlm_augment.default | Calculating residuals and influence diagnostics for HLMs 'hlm_augment' is used to compute residuals, fitted values, and influence diagnostics for a hierarchical linear model. The residuals and fitted values are computed using Least Squares(LS) and Empirical Bayes (EB) methods. The influence diagnostics are computed through one step approximations. |
| hlm_augment.lmerMod | Calculating residuals and influence diagnostics for HLMs 'hlm_augment' is used to compute residuals, fitted values, and influence diagnostics for a hierarchical linear model. The residuals and fitted values are computed using Least Squares(LS) and Empirical Bayes (EB) methods. The influence diagnostics are computed through one step approximations. |
| hlm_influence | Calculating influence diagnostics for HLMs |
| hlm_influence.default | Calculating influence diagnostics for HLMs |
| hlm_influence.lme | Calculating influence diagnostics for HLMs |
| hlm_influence.lmerMod | Calculating influence diagnostics for HLMs |
| hlm_resid | Calculating residuals from HLMs |
| hlm_resid.default | Calculating residuals from HLMs |
| hlm_resid.lme | Calculating residuals from HLMs |
| hlm_resid.lmerMod | Calculating residuals from HLMs |
| leverage | Leverage for HLMs |
| leverage.default | Leverage for HLMs |
| leverage.lme | Leverage for HLMs |
| leverage.lmerMod | Leverage for HLMs |
| leverage.mer | Leverage for HLMs |
| LSresids | Calculating least squares residuals |
| LSresids.default | Calculating least squares residuals |
| LSresids.lme | Calculating least squares residuals |
| LSresids.lmerMod | Calculating least squares residuals |
| LSresids.mer | Calculating least squares residuals |
| mdffits | Influence on fixed effects of HLMs |
| mdffits.default | Influence on fixed effects of HLMs |
| mdffits.lme | Influence on fixed effects of HLMs |
| mdffits.lmerMod | Influence on fixed effects of HLMs |
| mdffits.mer | Influence on fixed effects of HLMs |
| package-HLMdiag | Diagnostic tools for hierarchical (multilevel) linear models |
| pull_resid | Computationally Efficient HLM Residuals |
| pull_resid.default | Computationally Efficient HLM Residuals |
| pull_resid.lme | Computationally Efficient HLM Residuals |
| pull_resid.lmerMod | Computationally Efficient HLM Residuals |
| radon | Radon data |
| resid_conditional | Conditional residuals |
| resid_conditional.default | Conditional residuals |
| resid_conditional.lme | Conditional residuals |
| resid_conditional.lmerMod | Conditional residuals |
| resid_marginal | Marginal residuals |
| resid_marginal.default | Marginal residuals |
| resid_marginal.lme | Marginal residuals |
| resid_marginal.lmerMod | Marginal residuals |
| resid_ranef | Random effects residuals |
| rotate_ranef | Calculate s-dimensional rotated random effects |
| rotate_ranef.default | Calculate s-dimensional rotated random effects |
| rotate_ranef.lme | Calculate s-dimensional rotated random effects |
| rotate_ranef.lmerMod | Calculate s-dimensional rotated random effects |
| rotate_ranef.mer | Calculate s-dimensional rotated random effects |
| rvc | Relative variance change for HLMs |
| rvc.default | Relative variance change for HLMs |
| rvc.lme | Relative variance change for HLMs |
| rvc.lmerMod | Relative variance change for HLMs |
| rvc.mer | Relative variance change for HLMs |
| varcomp.mer | Extracting variance components |
| wages | Wages for male high school dropouts |