Linear Model Evaluation with Randomized Residuals in a Permutation Procedure


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Documentation for package ‘RRPP’ version 2.2.0

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A B C E F G I K L M N O P Q R S T V

-- A --

add.trajectories Plot Function for RRPP
add.tree Plot tool to add phylogenetic trees to ordination plots
anova.lm.rrpp ANOVA for lm.rrpp model fits
anova.measurement.error ANOVA for lm.rrpp model fits used in measurement.error

-- B --

betaTest Test of beta parameters for lm.rrpp model fits

-- C --

classify Deprecated functions in RRPP
coef.lm.rrpp coef for lm.rrpp model fits
coef.lmm.rrpp coef for lmm.rrpp model fits
convert2ggplot Convert RRPP plots to ggplot objects

-- E --

effect.size Obtain Effect-size from a vector of values

-- F --

fishy Simulated Fish Data for Measurement Error Analysis
fitted.lm.rrpp Extract fitted values
fixef.lmm.rrpp fixef for lmm.rrpp model fits
flower Flower Production and Temperature
focusMEonSubjects Plot Function for RRPP

-- G --

getANOVAStats Utility Function for RRPP
getModelCov Utility Function for RRPP
getModels Utility Function for RRPP
getPermInfo Utility Function for RRPP
getResCov Utility Function for RRPP
getTerms Utility Function for RRPP

-- I --

ICCstats Intraclass correlation statistics from an lm.rrpp model fits
interSubVar Reveal the inter-subject variability from a measurement error analysis

-- K --

kcomp K-component analysis

-- L --

lm.rrpp Linear Model Evaluation with a Randomized Residual Permutation Procedure
lm.rrpp.ws Linear Model Evaluation with RRPP performed within subjects
lmm.rrpp Mixed Linear Model Evaluation with RRPP performed within subjects
logLik.lm.rrpp Calculate the log-likelihood of a lm.rrpp fit
looCV Diagnostic cross-validation tool including ordination based on fitted values
looCV_table Table for looCV comparisons
lr_test Likelihood ratio test for a linear model, based on RRPP

-- M --

mahal_dist Calculate the pairwise Mahalanobis distances between observations
mammalHR Mammal Home Range Data
mammalHRphy Phylogenetic Data for the Mammal Home Range Data
manova.update MANOVA update for lm.rrpp model fits
measurement.error Evaluation of measurement error for two or more multivariate measurements, for common research subjects
model.comparison Model Comparisons, in terms of the log-likelihood, covariance trace, or Z-score.
model.frame.lm.rrpp Extract model frame from a lm.rrpp object
model.matrix.lm.rrpp Extract the model design matrix from an lm.rrpp object
motionpaths Simulated motion paths

-- N --

na.omit.rrpp.data.frame Handle missing values in rrpp.data.frame objects

-- O --

ordinate Ordination tool for data aligned to another matrix

-- P --

pairwise Pairwise comparisons of lm.rrpp fits
pairwise.model.Z Pairwise comparisons of model effects
phytoplankton Phytoplankton Biomass and Eutrophication
PlethCinHoff Plethodon comparative SVL data
PlethMorph Plethodon comparative morphological data
plot.interSubVar Plot Function for RRPP
plot.kcomp Plot Function for RRPP
plot.lm.rrpp Plot Function for RRPP
plot.looCV Plot Function for RRPP
plot.measurement.error Plot Function for RRPP
plot.model.comparison Plot Function for RRPP
plot.ordinate Plot Function for RRPP
plot.predict.lm.rrpp Plot Function for RRPP
plot.trajectory.analysis Plot Function for RRPP
podarcis Podarcis Wall Lizards from the Mediterranean Basin
powerTrans Power Transformation
predict.lm.rrpp predict for lm.rrpp model fits
prep.lda Linear discriminant function for lm.rrpp model fits
print.anova.lm.rrpp Print/Summary Function for RRPP
print.betaTest Print/Summary Function for RRPP
print.coef.lm.rrpp Print/Summary Function for RRPP
print.ICCstats Print/Summary Function for RRPP
print.kcomp Print/Summary Function for RRPP
print.lm.rrpp Print/Summary Function for RRPP
print.looCV Print/Summary Function for RRPP
print.lr_test Print/Summary Function for RRPP
print.measurement.error Print/Summary Function for RRPP
print.model.comparison Print/Summary Function for RRPP
print.ordinate Print/Summary Function for RRPP
print.pairwise Print/Summary Function for RRPP
print.pairwise.model.Z Print/Summary Function for RRPP
print.predict.lm.rrpp Print/Summary Function for RRPP
print.summary.betaTest Print/Summary Function for RRPP
print.summary.lm.rrpp Print/Summary Function for RRPP
print.summary.manova.lm.rrpp Print/Summary Function for RRPP
print.summary.ordinate Print/Summary Function for RRPP
print.summary.pairwise Print/Summary Function for RRPP
print.summary.trajectory.analysis Print/Summary Function for RRPP
print.trajectory.analysis Print/Summary Function for RRPP
Pupfish Landmarks on pupfish
PupfishHeads Landmarks on pupfish heads
PupfishMR Experimental metabolic rate data from pupfish
pval Obtain P-value from a vector of statistics

-- Q --

QRforX QR decomposition of linear model design matrices

-- R --

ranef.lmm.rrpp ranef for lmm.rrpp model fits
ReptAbund Reptile Abundance Data in Western Australia
residuals.lm.rrpp Extract residuals
reveal.model.designs Reveal model designs used in lm.rrpp fit
rrpp.data.frame Create a data frame for lm.rrpp analysis

-- S --

scaleCov Scaling of a Covariance Matrix
snakeHS Snake Head Size and Regional Variation
summary.anova.lm.rrpp Print/Summary Function for RRPP
summary.betaTest Print/Summary Function for RRPP
summary.coef.lm.rrpp Print/Summary Function for RRPP
summary.ICCstats Print/Summary Function for RRPP
summary.kcomp Print/Summary Function for RRPP
summary.lm.rrpp Print/Summary Function for RRPP
summary.looCV Print/Summary Function for RRPP
summary.lr_test Print/Summary Function for RRPP
summary.manova.lm.rrpp Print/Summary Function for RRPP
summary.measurement.error Print/Summary Function for RRPP
summary.model.comparison Print/Summary Function for RRPP
summary.ordinate Print/Summary Function for RRPP
summary.pairwise Print/Summary Function for RRPP
summary.pairwise.model.Z Print/Summary Function for RRPP
summary.predict.lm.rrpp Print/Summary Function for RRPP
summary.trajectory.analysis Print/Summary Function for RRPP

-- T --

terms.lm.rrpp Extract the terms from an lm.rrpp object
trajectory.analysis Quantify and compare shape change trajectories

-- V --

vec.cor.matrix Support function for RRPP