Man pages for robustlmm
Robust Linear Mixed Effects Models
| asymptoticEfficiency | Compute Asymptotic Efficiencies |
| bindDatasets | Bind Generated Datasets |
| bisquarePsi | Default Tukey bisquare psi-function with 'c = 4.685'. |
| caseweightIF | Case-weight (Hampel) influence function of the fixed effects... |
| chgDefaults | Change default arguments |
| compare | Create comparison charts for multiple fits |
| confint.rlmerMod | Confidence intervals for the fixed-effect coefficients of an... |
| cooks.distance.rlmerMod | Per-observation Cook's-distance equivalent for an rlmerMod... |
| createDatasetsFromList | Create Dataset List From List of Data Objects |
| createRhoFunction | Create Rho-Functions With Custom Tuning Parameter |
| extractTuningParameter | Extract Tuning Parameters Used In Fitting |
| fitDatasets | Fitting Functions |
| generateAnovaDatasets | Generate ANOVA type datasets |
| generateLongitudinalDatasets | Generate Longitudinal Datasets |
| generateMixedEffectDatasets | Generate Mixed Effects Datasets |
| generateSensitivityCurveDatasets | Generate Datasets To Create Sensitivity Curves |
| getME | Extract or Get Generalize Components from a Fitted Mixed... |
| implicitIF | Implicit (numerical) influence function building blocks for... |
| implicitIF_full | Full implicit influence function (beta, u, sigma, theta) for... |
| influence.rlmerMod | Per-observation influence on (\hat{beta}, \hat{sigma},... |
| lapplyDatasets | Lapply for generated datasets |
| loadAndMergePartialResults | Load And Merge Partial Results |
| makeBisquarePsi | Bisquare (Tukey biweight) psi function |
| mergeProcessedFits | Merge Processed Fits |
| other | Other methods |
| partialMoment_standardNormal | Compute Partial Moments |
| plotLongitudinalBySubject | Plot longitudinal data with robustness-weight colored lines |
| plot-methods | Plot an Object of the "Psi Function" Class |
| plot.rlmerMod | Plot Method for "rlmerMod" objects. |
| predict.rlmerMod | Predictions and confidence/prediction intervals for an... |
| prepareMixedEffectDataset | Prepare Dataset for Parametric Bootstrap |
| processDatasetsInParallel | Process Datasets in Parallel |
| processFile | Process File of Stored Datasets |
| processFit | Process Fitted Objects |
| psi2propII | Convert to Proposal 2 weight function |
| psi-functions | Classical, Huber and smoothed Huber psi- or rho-functions |
| ransac_lme4 | RANSAC initial estimator for LMM |
| residuals.rlmerMod | Get residuals |
| resolveCluster | Resolve a cluster specification for a fitted 'rlmerMod'... |
| rlmer | Robust Scoring Equations Estimator for Linear Mixed Models |
| rlmerMod-class | rlmerMod Class |
| rlmer_ransac | rlmer with RANSAC initial estimator |
| robustlmm-package | Robust linear mixed effects models |
| saveDatasets | Save datasets |
| shortenLabelsKS2022 | Shorten Labels |
| splitDatasets | Split Datasets Into Chunks |
| vcov.rlmerMod | Variance-covariance matrix of the fixed effects of an... |
| vcov_sandwich | Robust cluster-sandwich covariance of the fixed effects of a... |
| viewCopyOfSimulationStudy | Access Simulation Study Code |
