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nlme (version 3.1-130)
Linear and Nonlinear Mixed Effects Models
Description
Fit and compare Gaussian linear and nonlinear mixed-effects models.
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Install
install.packages('nlme')
Monthly Downloads
83,497
Version
3.1-130
License
GPL (>= 2) | file LICENCE
Maintainer
R-core R-core@R-project.org
Last Published
January 24th, 2017
Functions in nlme (3.1-130)
Search functions
allCoef
Extract Coefficients from a Set of Objects
as.matrix.reStruct
Matrices of an reStruct Object
anova.gls
Compare Likelihoods of Fitted Objects
as.matrix.pdMat
Matrix of a pdMat Object
ACF.lme
Autocorrelation Function for lme Residuals
as.matrix.corStruct
Matrix of a corStruct Object
ACF.gls
Autocorrelation Function for gls Residuals
ACF
Autocorrelation Function
Alfalfa
Split-Plot Experiment on Varieties of Alfalfa
anova.lme
Compare Likelihoods of Fitted Objects
BodyWeight
Rat weight over time for different diets
bdf
Language scores
Cefamandole
Pharmacokinetics of Cefamandole
asTable
Convert groupedData to a matrix
balancedGrouped
Create a groupedData object from a matrix
augPred
Augmented Predictions
coef.corStruct
Coefficients of a corStruct Object
asOneFormula
Combine Formulas of a Set of Objects
coef.gnls
Extract gnls Coefficients
Assay
Bioassay on Cell Culture Plate
coef.lmList
Extract lmList Coefficients
coef.varFunc
varFunc Object Coefficients
compareFits
Compare Fitted Objects
collapse
Collapse According to Groups
coef.reStruct
reStruct Object Coefficients
Coef
Assign Values to Coefficients
coef.modelStruct
Extract modelStruct Object Coefficients
collapse.groupedData
Collapse a groupedData Object
coef.pdMat
pdMat Object Coefficients
coef.lme
Extract lme Coefficients
comparePred
Compare Predictions
corClasses
Correlation Structure Classes
corGaus
Gaussian Correlation Structure
corAR1
AR(1) Correlation Structure
corFactor
Factor of a Correlation Matrix
corCAR1
Continuous AR(1) Correlation Structure
corARMA
ARMA(p,q) Correlation Structure
corCompSymm
Compound Symmetry Correlation Structure
corFactor.corStruct
Factor of a corStruct Object Matrix
corExp
Exponential Correlation Structure
corMatrix.reStruct
Extract Correlation Matrix from Components of an reStruct Object
corMatrix
Extract Correlation Matrix
corLin
Linear Correlation Structure
corSpher
Spherical Correlation Structure
corRatio
Rational Quadratic Correlation Structure
corSymm
General Correlation Structure
corNatural
General correlation in natural parameterization
corSpatial
Spatial Correlation Structure
corMatrix.corStruct
Matrix of a corStruct Object
corMatrix.pdMat
Extract Correlation Matrix from a pdMat Object
ergoStool
Ergometrics experiment with stool types
Covariate
Assign Covariate Values
[.pdMat
Subscript a pdMat Object
fitted.glsStruct
Calculate glsStruct Fitted Values
Covariate.varFunc
Assign varFunc Covariate
getGroups.lme
Extract lme Object Groups
getCovariate
Extract Covariate from an Object
getCovariate.data.frame
Extract Data Frame Covariate
fitted.gnlsStruct
Calculate gnlsStruct Fitted Values
getGroups.lmList
Extract lmList Object Groups
fitted.lmeStruct
Calculate lmeStruct Fitted Values
fitted.lme
Extract lme Fitted Values
formula.pdBlocked
Extract pdBlocked Formula
getData.lme
Extract lme Object Data
formula.pdMat
Extract pdMat Formula
glsObject
Fitted gls Object
getData.lmList
Extract lmList Object Data
Dim.corSpatial
Dimensions of a corSpatial Object
Dialyzer
High-Flux Hemodialyzer
glsStruct
Generalized Least Squares Structure
fitted.lmList
Extract lmList Fitted Values
fitted.nlmeStruct
Calculate nlmeStruct Fitted Values
getCovariate.varFunc
Extract varFunc Covariate
getResponseFormula
Extract Formula Specifying Response Variable
getResponse
Extract Response Variable from an Object
getCovariateFormula
Extract Covariates Formula
gnls
Fit Nonlinear Model Using Generalized Least Squares
getVarCov
Extract variance-covariance matrix
gnlsControl
Control Values for gnls Fit
gls-internal
Auxiliary functions used by gls
Glucose
Glucose levels over time
intervals.lme
Confidence Intervals on lme Parameters
intervals.lmList
Confidence Intervals on lmList Coefficients
Glucose2
Glucose Levels Following Alcohol Ingestion
logDet.reStruct
Extract reStruct Log-Determinants
lme.lmList
LME fit from lmList Object
lme
Linear Mixed-Effects Models
fixed.effects
Extract Fixed Effects
logLik.corStruct
Extract corStruct Log-Likelihood
fixef.lmList
Extract lmList Fixed Effects
formula.reStruct
Extract reStruct Object Formula
getData.gls
Extract gls Object Data
gapply
Apply a Function by Groups
getData
Extract Data from an Object
gls
Fit Linear Model Using Generalized Least Squares
glsControl
Control Values for gls Fit
groupedData
Construct a groupedData Object
gsummary
Summarize by Groups
intervals.gls
Confidence Intervals on gls Parameters
intervals
Confidence Intervals on Coefficients
isInitialized
Check if Object is Initialized
isBalanced
Check a Design for Balance
logDet.pdMat
Extract Log-Determinant from a pdMat Object
logDet
Extract the Logarithm of the Determinant
logLik.reStruct
Calculate reStruct Log-Likelihood
Milk
Protein content of cows' milk
Meat
Tenderness of meat
logLik.varFunc
Extract varFunc logLik
IGF
Radioimmunoassay of IGF-I Protein
Gun
Methods for firing naval guns
LDEsysMat
Generate system matrix for LDEs
lme.groupedData
LME fit from groupedData Object
logLik.lmList
Log-Likelihood of an lmList Object
logLik.lmeStruct
Log-Likelihood of an lmeStruct Object
Oxide
Variability in Semiconductor Manufacturing
Oxboys
Heights of Boys in Oxford
pdMat
Positive-Definite Matrix
nlme
Nonlinear Mixed-Effects Models
pdMatrix
Extract Matrix or Square-Root Factor from a pdMat Object
nlme.nlsList
NLME fit from nlsList Object
phenoModel
Model function for the Phenobarb data
pdClasses
Positive-Definite Matrix Classes
pdBlocked
Positive-Definite Block Diagonal Matrix
Pixel
X-ray pixel intensities over time
plot.nffGroupedData
Plot an nffGroupedData Object
plot.lmList
Plot an lmList Object
print.varFunc
Print a varFunc Object
qqnorm.gls
Normal Plot of Residuals from a gls Object
Initialize.corStruct
Initialize corStruct Object
Initialize.glsStruct
Initialize a glsStruct Object
lmeControl
Specifying Control Values for lme Fit
lmeObject
Fitted lme Object
logLik.glsStruct
Log-Likelihood of a glsStruct Object
logLik.gnls
Log-Likelihood of a gnls Object
Machines
Productivity Scores for Machines and Workers
MathAchieve
Mathematics achievement scores
Names.formula
Extract Names from a formula
Names
Names Associated with an Object
Names.reStruct
Names of an reStruct Object
needUpdate
Check if Update is Needed
nlmeStruct
Nonlinear Mixed-Effects Structure
nlsList
List of nls Objects with a Common Model
PBG
Effect of Phenylbiguanide on Blood Pressure
pairs.lmList
Pairs Plot of an lmList Object
pdIdent
Multiple of the Identity Positive-Definite Matrix
pdLogChol
General Positive-Definite Matrix
pdSymm
General Positive-Definite Matrix
Phenobarb
Phenobarbitol Kinetics
Dim.pdMat
Dimensions of a pdMat Object
Earthquake
Earthquake Intensity
getGroups.gls
Extract gls Object Groups
getGroups
Extract Grouping Factors from an Object
getGroupsFormula
Extract Grouping Formula
getGroups.varFunc
Extract varFunc Groups
Initialize
Initialize Object
Initialize.lmeStruct
Initialize an lmeStruct Object
lmeStruct
Linear Mixed-Effects Structure
lmList.groupedData
lmList Fit from a groupedData Object
pdMatrix.reStruct
Extract Matrix or Square-Root Factor from Components of an reStruct Object
pdNatural
General Positive-Definite Matrix in Natural Parametrization
plot.nfnGroupedData
Plot an nfnGroupedData Object
print.summary.pdMat
Print a summary.pdMat Object
predict.nlme
Predictions from an nlme Object
plot.nmGroupedData
Plot an nmGroupedData Object
residuals.nlmeStruct
Calculate nlmeStruct Residuals
residuals.lmList
Extract lmList Residuals
summary.corStruct
Summarize a corStruct Object
Spruce
Growth of Spruce Trees
Tetracycline2
Pharmacokinetics of tetracycline
update.modelStruct
Update a modelStruct Object
Variogram.corGaus
Calculate Semi-variogram for a corGaus Object
varWeights.glsStruct
Variance Weights for glsStruct Object
Variogram.corLin
Calculate Semi-variogram for a corLin Object
varWeights
Extract Variance Function Weights
varWeights.lmeStruct
Variance Weights for lmeStruct Object
Wafer
Modeling of Analog MOS Circuits
Dim.corStruct
Dimensions of a corStruct Object
Fatigue
Cracks caused by metal fatigue
Dim
Extract Dimensions from an Object
fdHess
Finite difference Hessian
Gasoline
Refinery yield of gasoline
getGroups.corStruct
Extract corStruct Groups
getCovariate.corStruct
Extract corStruct Object Covariate
getGroups.data.frame
Extract Groups from a Data Frame
random.effects
Extract Random Effects
gnlsObject
Fitted gnls Object
gnlsStruct
Generalized Nonlinear Least Squares Structure
Remifentanil
Pharmacokinetics of remifentanil
ranef.lme
Extract lme Random Effects
residuals.gls
Extract gls Residuals
solve.pdMat
Calculate Inverse of a Positive-Definite Matrix
solve.reStruct
Apply Solve to an reStruct Object
summary.nlsList
Summarize an nlsList Object
varFixed
Fixed Variance Function
summary.pdMat
Summarize a pdMat Object
Variogram.gls
Calculate Semi-variogram for Residuals from a gls Object
varFunc
Variance Function Structure
Variogram
Calculate Semi-variogram
Oats
Split-plot Experiment on Varieties of Oats
nlsList.selfStart
nlsList Fit from a selfStart Function
pdConstruct.pdBlocked
Construct pdBlocked Objects
pdDiag
Diagonal Positive-Definite Matrix
plot.ACF
Plot an ACF Object
plot.augPred
Plot an augPred Object
plot.ranef.lmList
Plot a ranef.lmList Object
plot.ranef.lme
Plot a ranef.lme Object
qqnorm.lme
Normal Plot of Residuals or Random Effects from an lme Object
logDet.corStruct
Extract corStruct Log-Determinant
lmList
List of lm Objects with a Common Model
Quinidine
Quinidine Kinetics
Matrix.reStruct
Assign reStruct Matrices
Matrix.pdMat
Assign Matrix to a pdMat or pdBlocked Object
nlmeControl
Control Values for nlme Fit
Names.pdMat
Names of a pdMat Object
Names.pdBlocked
Names of a pdBlocked Object
Orthodont
Growth curve data on an orthdontic measurement
nlmeObject
Fitted nlme Object
plot.Variogram
Plot a Variogram Object
Ovary
Counts of Ovarian Follicles
pooledSD
Extract Pooled Standard Deviation
predict.gnls
Predictions from a gnls Object
predict.gls
Predictions from a gls Object
quinModel
Model function for the Quinidine data
simulate.lme
Simulate Results from
lme
Models
reStruct
Random Effects Structure
Rail
Evaluation of Stress in Railway Rails
Initialize.reStruct
Initialize reStruct Object
Tetracycline1
Pharmacokinetics of tetracycline
summary.varFunc
Summarize varFunc Object
Initialize.varFunc
Initialize varFunc Object
logLik.gnlsStruct
Log-Likelihood of a gnlsStruct Object
logLik.lme
Log-Likelihood of an lme Object
Matrix
Assign Matrix Values
MathAchSchool
School demographic data for MathAchieve
needUpdate.modelStruct
Check if a modelStruct Object Needs Updating
Muscle
Contraction of heart muscle sections
model.matrix.reStruct
reStruct Model Matrix
pairs.lme
Pairs Plot of an lme Object
pairs.compareFits
Pairs Plot of compareFits Object
Nitrendipene
Assay of nitrendipene
pdFactor
Square-Root Factor of a Positive-Definite Matrix
plot.lme
Plot an lme or nls object
pdFactor.reStruct
Extract Square-Root Factor from Components of an reStruct Object
plot.intervals.lmList
Plot lmList Confidence Intervals
residuals.gnlsStruct
Calculate gnlsStruct Residuals
residuals.glsStruct
Calculate glsStruct Residuals
recalc.reStruct
Recalculate for an reStruct Object
recalc.modelStruct
Recalculate for a modelStruct Object
pdConstruct
Construct pdMat Objects
pdCompSymm
Positive-Definite Matrix with Compound Symmetry Structure
plot.compareFits
Plot a compareFits Object
plot.gls
Plot a gls Object
predict.lme
Predictions from an lme Object
recalc
Recalculate Condensed Linear Model Object
recalc.corStruct
Recalculate for corStruct Object
predict.lmList
Predictions from an lmList Object
ranef.lmList
Extract lmList Random Effects
residuals.lmeStruct
Calculate lmeStruct Residuals
residuals.lme
Extract lme Residuals
RatPupWeight
The weight of rat pups
recalc.varFunc
Recalculate for varFunc Object
Soybean
Growth of soybean plants
splitFormula
Split a Formula
Relaxin
Assay for Relaxin
varComb
Combination of Variance Functions
summary.modelStruct
Summarize a modelStruct Object
summary.lmList
Summarize an lmList Object
update.varFunc
Update varFunc Object
varConstPower
Constant Plus Power Variance Function
varClasses
Variance Function Classes
VarCorr
Extract variance and correlation components
varExp
Exponential Variance Function
Variogram.lme
Calculate Semi-variogram for Residuals from an lme Object
varPower
Power Variance Function
Variogram.corSpher
Calculate Semi-variogram for a corSpher Object
Variogram.default
Calculate Semi-variogram
Wheat2
Wheat Yield Trials
Wheat
Yields by growing conditions
Variogram.corExp
Calculate Semi-variogram for a corExp Object
varIdent
Constant Variance Function
summary.gls
Summarize a Generalized Least Squares
gls
Object
summary.lme
Summarize an lme Object
Variogram.corRatio
Calculate Semi-variogram for a corRatio Object
Variogram.corSpatial
Calculate Semi-variogram for a corSpatial Object