Provides methods for extracting results from mixed-effect model objects fit with the 'lme4' package. Allows construction of prediction intervals efficiently from large scale linear and generalized linear mixed-effects models.
|Author||Jared E. Knowles [aut, cre], Carl Frederick [aut]|
|Date of publication||2016-12-12 18:30:31|
|Maintainer||Jared E. Knowles <firstname.lastname@example.org>|
|License||GPL (>= 2)|
averageObs: Find the average observation for a merMod object
buildModelMatrix: Build model matrix
collapseFrame: Collapse a dataframe to a single average row
draw: Draw a single observation out of an object matching some...
expectedRank: Calculate the expected rank of random coefficients that...
fastdisp: Display model fit summary of merMod objects, fast
FEsim: Simulate fixed effects from merMod 'FEsim' simulates fixed...
findFormFuns: 'findFormFuns' used by averageObs to calculate proper...
formulaBuild: Clean formula
hsb: A subset of data from the 1982 High School and Beyond survey...
ICC: Calculate the intraclass correlation using mixed effect...
levelfun: Parse merMod levels
merModList: Apply a multilevel model to a list of data frames
merTools: merTools: Provides methods for extracting and exploring...
mkNewReTrms: Utility function to make RE terms objects
modelFixedEff: Extract averaged fixed effect parameters across a list of...
modelInfo: Extract model information from a merMod
modelRandEffStats: Extract data.frame of random effect statistics from merMod...
plotFEsim: Plot the results of a simulation of the fixed effects
plotREsim: Plot the results of a simulation of the random effects
predictInterval: Predict from merMod objects with a prediction interval
print.merModList: Print the results of a merMod list
randomObs: Select a random observation from model data
REcorrExtract: Extract the correlations between the slopes and the...
REextract: Extracts random effects
REimpact: Calculate the weighted mean of fitted values for various...
reOnly: Random Effects formula only
REquantile: Identify group level associated with RE quantile
REsdExtract: Extract the standard deviation of the random effects from a...
REsim: Simulate random effects from merMod 'REsim' simulates random...
reTermCount: Count the number of random effect terms
reTermNames: Get names of random effect terms in a model object
RHSForm: Parse merMod formulas
RMSE.merMod: Estimate the Root Mean Squared Error (RMSE) for a lmerMod
sanitizeNames: Clean up variable names in data frames
setup_parallel: Set up parallel environment
shinyMer: Launch a shiny app to explore your merMod interactively
shuffle: Randomly reorder a dataframe
stripAttributes: Remove attributes from a data.frame
subBoot: Bootstrap a subset of an lme4 model
subsetList: Subset a data.frame using a list of conditions
superFactor: Create a factor with unobserved levels
thetaExtract: Extract theta parameters from a merMod model
VarCorr.merModList: Extract the variances and correlations for random effects...
wiggle: Assign an observation to different values