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nlme (version 3.1-161)

Linear and Nonlinear Mixed Effects Models

Description

Fit and compare Gaussian linear and nonlinear mixed-effects models.

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Version

Install

install.packages('nlme')

Monthly Downloads

85,005

Version

3.1-161

License

GPL (>= 2)

Maintainer

R-core R-core@R-project.org

Last Published

December 15th, 2022

Functions in nlme (3.1-161)

BodyWeight

Rat weight over time for different diets
Covariate.varFunc

Assign varFunc Covariate
Assay

Bioassay on Cell Culture Plate
ACF.lme

Autocorrelation Function for lme Residuals
Coef

Assign Values to Coefficients
Alfalfa

Split-Plot Experiment on Varieties of Alfalfa
Cefamandole

Pharmacokinetics of Cefamandole
ACF.gls

Autocorrelation Function for gls Residuals
Covariate

Assign Covariate Values
ACF

Autocorrelation Function
Dim

Extract Dimensions from an Object
Dim.corSpatial

Dimensions of a corSpatial Object
Dialyzer

High-Flux Hemodialyzer
Dim.pdMat

Dimensions of a pdMat Object
Gasoline

Refinery yield of gasoline
Glucose

Glucose levels over time
Dim.corStruct

Dimensions of a corStruct Object
Earthquake

Earthquake Intensity
Initialize.glsStruct

Initialize a glsStruct Object
Gun

Methods for firing naval guns
Glucose2

Glucose Levels Following Alcohol Ingestion
Initialize.reStruct

Initialize reStruct Object
Fatigue

Cracks caused by metal fatigue
Initialize.corStruct

Initialize corStruct Object
[.pdMat

Subscript a pdMat Object
Initialize.varFunc

Initialize varFunc Object
Initialize.lmeStruct

Initialize an lmeStruct Object
LDEsysMat

Generate system matrix for LDEs
Matrix.pdMat

Assign Matrix to a pdMat or pdBlocked Object
MathAchSchool

School demographic data for MathAchieve
MathAchieve

Mathematics achievement scores
Nitrendipene

Assay of nitrendipene
Oxboys

Heights of Boys in Oxford
Oats

Split-plot Experiment on Varieties of Oats
Machines

Productivity Scores for Machines and Workers
IGF

Radioimmunoassay of IGF-I Protein
Muscle

Contraction of heart muscle sections
Matrix

Assign Matrix Values
Initialize

Initialize Object
Ovary

Counts of Ovarian Follicles
Orthodont

Growth curve data on an orthdontic measurement
Matrix.reStruct

Assign reStruct Matrices
Meat

Tenderness of meat
Relaxin

Assay for Relaxin
Oxide

Variability in Semiconductor Manufacturing
Names

Names Associated with an Object
Milk

Protein content of cows' milk
PBG

Effect of Phenylbiguanide on Blood Pressure
Phenobarb

Phenobarbitol Kinetics
Spruce

Growth of Spruce Trees
Variogram

Calculate Semi-variogram
VarCorr

Extract variance and correlation components
Soybean

Growth of soybean plants
Names.pdBlocked

Names of a pdBlocked Object
RatPupWeight

The weight of rat pups
Names.formula

Extract Names from a formula
Rail

Evaluation of Stress in Railway Rails
Variogram.corSpher

Calculate Semi-variogram for a corSpher Object
Variogram.corSpatial

Calculate Semi-variogram for a corSpatial Object
Tetracycline1

Pharmacokinetics of tetracycline
Variogram.corRatio

Calculate Semi-variogram for a corRatio Object
Remifentanil

Pharmacokinetics of Remifentanil
Variogram.corLin

Calculate Semi-variogram for a corLin Object
Pixel

X-ray pixel intensities over time
Quinidine

Quinidine Kinetics
Variogram.lme

Calculate Semi-variogram for Residuals from an lme Object
as.matrix.corStruct

Matrix of a corStruct Object
Tetracycline2

Pharmacokinetics of tetracycline
Variogram.gls

Calculate Semi-variogram for Residuals from a gls Object
anova.lme

Compare Likelihoods of Fitted Objects
Variogram.default

Calculate Semi-variogram
Wheat

Yields by growing conditions
coef.lmList

Extract lmList Coefficients
coef.gnls

Extract gnls Coefficients
Variogram.corExp

Calculate Semi-variogram for a corExp Object
anova.gls

Compare Likelihoods of Fitted Objects
asOneFormula

Combine Formulas of a Set of Objects
Variogram.corGaus

Calculate Semi-variogram for a corGaus Object
balancedGrouped

Create a groupedData object from a matrix
asTable

Convert groupedData to a matrix
Names.reStruct

Names of an reStruct Object
Wheat2

Wheat Yield Trials
augPred

Augmented Predictions
allCoef

Extract Coefficients from a Set of Objects
coef.lme

Extract lme Coefficients
Names.pdMat

Names of a pdMat Object
as.matrix.reStruct

Matrices of an reStruct Object
coef.modelStruct

Extract modelStruct Object Coefficients
Wafer

Modeling of Analog MOS Circuits
corAR1

AR(1) Correlation Structure
comparePred

Compare Predictions
as.matrix.pdMat

Matrix of a pdMat Object
bdf

Language scores
coef.pdMat

pdMat Object Coefficients
compareFits

Compare Fitted Objects
corClasses

Correlation Structure Classes
corCompSymm

Compound Symmetry Correlation Structure
coef.reStruct

reStruct Object Coefficients
collapse.groupedData

Collapse a groupedData Object
corFactor.corStruct

Factor of a corStruct Object Matrix
corGaus

Gaussian Correlation Structure
corExp

Exponential Correlation Structure
corFactor

Factor of a Correlation Matrix
collapse

Collapse According to Groups
corARMA

ARMA(p,q) Correlation Structure
coef.corStruct

Coefficients of a corStruct Object
coef.varFunc

varFunc Object Coefficients
corCAR1

Continuous AR(1) Correlation Structure
corMatrix.pdMat

Extract Correlation Matrix from a pdMat Object
corMatrix.corStruct

Matrix of a corStruct Object
corSpatial

Spatial Correlation Structure
corMatrix

Extract Correlation Matrix
corSpher

Spherical Correlation Structure
corRatio

Rational Quadratic Correlation Structure
corNatural

General correlation in natural parameterization
corSymm

General Correlation Structure
corMatrix.reStruct

Extract Correlation Matrix from Components of an reStruct Object
corLin

Linear Correlation Structure
fdHess

Finite difference Hessian
formula.pdMat

Extract pdMat Formula
ergoStool

Ergometrics experiment with stool types
formula.pdBlocked

Extract pdBlocked Formula
fixed.effects

Extract Fixed Effects
fixef.lmList

Extract lmList Fixed Effects
getData.gls

Extract gls Object Data
getData.lmList

Extract lmList Object Data
fitted.glsStruct

Calculate glsStruct Fitted Values
fitted.lme

Extract lme Fitted Values
getGroups.corStruct

Extract corStruct Groups
getCovariateFormula

Extract Covariates Formula
getData

Extract Data from an Object
getData.lme

Extract lme Object Data
getGroups

Extract Grouping Factors from an Object
fitted.lmList

Extract lmList Fitted Values
getGroupsFormula

Extract Grouping Formula
getGroups.varFunc

Extract varFunc Groups
gnlsControl

Control Values for gnls Fit
glsControl

Control Values for gls Fit
getGroups.lme

Extract lme Object Groups
getResponse

Extract Response Variable from an Object
gnls

Fit Nonlinear Model Using Generalized Least Squares
getCovariate

Extract Covariate from an Object
glsStruct

Generalized Least Squares Structure
getCovariate.corStruct

Extract corStruct Object Covariate
fitted.nlmeStruct

Calculate nlmeStruct Fitted Values
gapply

Apply a Function by Groups
fitted.gnlsStruct

Calculate gnlsStruct Fitted Values
fitted.lmeStruct

Calculate lmeStruct Fitted Values
glsObject

Fitted gls Object
getCovariate.varFunc

Extract varFunc Covariate
formula.reStruct

Extract reStruct Object Formula
getCovariate.data.frame

Extract Data Frame Covariate
gls

Fit Linear Model Using Generalized Least Squares
gls-internal

Auxiliary functions used by gls
gnlsObject

Fitted gnls Object
getGroups.data.frame

Extract Groups from a Data Frame
gnlsStruct

Generalized Nonlinear Least Squares Structure
groupedData

Construct a groupedData Object
intervals.lmList

Confidence Intervals on lmList Coefficients
lmList

List of lm Objects with a Common Model
isInitialized

Check if Object is Initialized
intervals.gls

Confidence Intervals on gls Parameters
getResponseFormula

Extract Formula Specifying Response Variable
gsummary

Summarize by Groups
getGroups.lmList

Extract lmList Object Groups
getVarCov

Extract variance-covariance matrix
isBalanced

Check a Design for Balance
getGroups.gls

Extract gls Object Groups
intervals.lme

Confidence Intervals on lme Parameters
intervals

Confidence Intervals on Coefficients
lmList.groupedData

lmList Fit from a groupedData Object
logDet.corStruct

Extract corStruct Log-Determinant
lmeControl

Specifying Control Values for lme Fit
lme.groupedData

LME fit from groupedData Object
lme

Linear Mixed-Effects Models
lmeObject

Fitted lme Object
logDet.reStruct

Extract reStruct Log-Determinants
logLik.reStruct

Calculate reStruct Log-Likelihood
logLik.gnls

Log-Likelihood of a gnls Object
lme.lmList

LME fit from lmList Object
logLik.glsStruct

Log-Likelihood of a glsStruct Object
logDet

Extract the Logarithm of the Determinant
logLik.varFunc

Extract varFunc logLik
lmeStruct

Linear Mixed-Effects Structure
logLik.corStruct

Extract corStruct Log-Likelihood
logLik.lme

Log-Likelihood of an lme Object
logDet.pdMat

Extract Log-Determinant from a pdMat Object
logLik.lmeStruct

Log-Likelihood of an lmeStruct Object
logLik.gnlsStruct

Log-Likelihood of a gnlsStruct Object
nlmeObject

Fitted nlme Object
logLik.lmList

Log-Likelihood of an lmList Object
nlsList

List of nls Objects with a Common Model
nlsList.selfStart

nlsList Fit from a selfStart Function
nlmeStruct

Nonlinear Mixed-Effects Structure
nlme

Nonlinear Mixed-Effects Models
needUpdate.modelStruct

Check if a modelStruct Object Needs Updating
needUpdate

Check if Update is Needed
model.matrix.reStruct

reStruct Model Matrix
nlme.nlsList

NLME fit from nlsList Object
nlmeControl

Control Values for nlme Fit
pdConstruct

Construct pdMat Objects
pairs.compareFits

Pairs Plot of compareFits Object
pdDiag

Diagonal Positive-Definite Matrix
pdClasses

Positive-Definite Matrix Classes
pdCompSymm

Positive-Definite Matrix with Compound Symmetry Structure
pdBlocked

Positive-Definite Block Diagonal Matrix
pairs.lme

Pairs Plot of an lme Object
pdConstruct.pdBlocked

Construct pdBlocked Objects
pdFactor

Square-Root Factor of a Positive-Definite Matrix
plot.ACF

Plot an ACF Object
phenoModel

Model function for the Phenobarb data
pdIdent

Multiple of the Identity Positive-Definite Matrix
pairs.lmList

Pairs Plot of an lmList Object
pdNatural

General Positive-Definite Matrix in Natural Parametrization
pdMatrix.reStruct

Extract Matrix or Square-Root Factor from Components of an reStruct Object
pdMatrix

Extract Matrix or Square-Root Factor from a pdMat Object
pdSymm

General Positive-Definite Matrix
pdFactor.reStruct

Extract Square-Root Factor from Components of an reStruct Object
pdMat

Positive-Definite Matrix
pdLogChol

General Positive-Definite Matrix
plot.intervals.lmList

Plot lmList Confidence Intervals
plot.nfnGroupedData

Plot an nfnGroupedData Object
plot.lme

Plot an lme or nls object
plot.nffGroupedData

Plot an nffGroupedData Object
plot.augPred

Plot an augPred Object
plot.gls

Plot a gls Object
plot.compareFits

Plot a compareFits Object
plot.nmGroupedData

Plot an nmGroupedData Object
plot.Variogram

Plot a Variogram Object
plot.lmList

Plot an lmList Object
predict.lme

Predictions from an lme Object
predict.lmList

Predictions from an lmList Object
predict.gls

Predictions from a gls Object
plot.ranef.lmList

Plot a ranef.lmList Object
predict.nlme

Predictions from an nlme Object
pooledSD

Extract Pooled Standard Deviation
print.summary.pdMat

Print a summary.pdMat Object
predict.gnls

Predictions from a gnls Object
print.varFunc

Print a varFunc Object
plot.ranef.lme

Plot a ranef.lme Object
ranef.lmList

Extract lmList Random Effects
qqnorm.gls

Normal Plot of Residuals from a gls Object
reStruct

Random Effects Structure
recalc.modelStruct

Recalculate for a modelStruct Object
recalc.corStruct

Recalculate for corStruct Object
recalc

Recalculate Condensed Linear Model Object
qqnorm.lme

Normal Plot of Residuals or Random Effects from an lme Object
ranef.lme

Extract lme Random Effects
random.effects

Extract Random Effects
quinModel

Model function for the Quinidine data
residuals.lmeStruct

Calculate lmeStruct Residuals
simulate.lme

Simulate Results from lme Models
residuals.lme

Extract lme Residuals
residuals.nlmeStruct

Calculate nlmeStruct Residuals
recalc.reStruct

Recalculate for an reStruct Object
residuals.glsStruct

Calculate glsStruct Residuals
recalc.varFunc

Recalculate for varFunc Object
residuals.gls

Extract gls Residuals
splitFormula

Split a Formula
solve.reStruct

Apply Solve to an reStruct Object
summary.corStruct

Summarize a corStruct Object
solve.pdMat

Calculate Inverse of a Positive-Definite Matrix
summary.gls

Summarize a Generalized Least Squares gls Object
summary.lmList

Summarize an lmList Object
residuals.lmList

Extract lmList Residuals
residuals.gnlsStruct

Calculate gnlsStruct Residuals
summary.lme

Summarize an lme Object
summary.modelStruct

Summarize a modelStruct Object
varFixed

Fixed Variance Function
varComb

Combination of Variance Functions
update.modelStruct

Update a modelStruct Object
summary.pdMat

Summarize a pdMat Object
update.varFunc

Update varFunc Object
summary.nlsList

Summarize an nlsList Object
varClasses

Variance Function Classes
varConstPower

Constant Plus Power Variance Function
varConstProp

Constant Plus Proportion Variance Function
varExp

Exponential Variance Function
summary.varFunc

Summarize "varFunc" Object
varFunc

Variance Function Structure
varWeights.glsStruct

Variance Weights for glsStruct Object
varWeights

Extract Variance Function Weights
varWeights.lmeStruct

Variance Weights for lmeStruct Object
varPower

Power Variance Function
varIdent

Constant Variance Function