lmenssp: Linear Mixed Effects Models with Non-Stationary Stochastic Processes
Version 1.2

Contains functions to estimate model parameters and filter, smooth and forecast random effects coefficients for mixed models with stationary and non-stationary stochastic processes under multivariate normal and t response distributions, diagnostic checks, bootstrap standard error calculation, etc.

Browse man pages Browse package API and functions Browse package files

AuthorOzgur Asar, Peter J. Diggle
Date of publication2016-07-24 00:16:30
MaintainerOzgur Asar <ozgur.asar@acibadem.edu.tr>
LicenseGPL (>= 2)
Version1.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("lmenssp")

Man pages

boot.nm: A function to calculate bootstrap standard errors
data.sim.ibm: A simulated data set under a mixed model with random...
data.sim.ibm.heavy: A simulated data set under a mixed model with random...
filtered: A function for filtering under multivariate normal response...
lmenssp: Function to obtain the maximum likelihood estimates of the...
lmenssp.heavy: Function to obtain the maximum likelihood estimates of the...
lmenssp-package: Linear Mixed Effects Models with Non-stationary Stochastic...
qqplot.t: Quantile-quantile plot for univariate t distribution
smoothed: A function for smoothing under multivariate normal response...
smoothed.heavy: A function for smoothing under multivariate t response...
var.inspect: A function for calculating empirical variances with respect...
variogram: A function for calculating the empirical variogram for data...

Functions

boot.nm Man page Source code
data.sim.ibm Man page
data.sim.ibm.heavy Man page
filtered Man page Source code
lmenssp Man page Source code
lmenssp-package Man page Man page
lmenssp.heavy Man page Source code
qqplot.t Man page Source code
smoothed Man page Source code
smoothed.heavy Man page Source code
var.inspect Man page Source code
variogram Man page Source code

Files

NAMESPACE
data
data/data.sim.ibm.heavy.rda
data/data.sim.ibm.rda
R
R/smoothed.heavy.R
R/lmenssp.R
R/qqplot.t.R
R/var.inspect.R
R/variogram.R
R/lmenssp.heavy.R
R/filtered.R
R/boot.nm.R
R/smoothed.R
MD5
DESCRIPTION
man
man/data.sim.ibm.heavy.Rd
man/lmenssp-package.Rd
man/smoothed.Rd
man/filtered.Rd
man/lmenssp.Rd
man/lmenssp.heavy.Rd
man/qqplot.t.Rd
man/var.inspect.Rd
man/boot.nm.Rd
man/variogram.Rd
man/data.sim.ibm.Rd
man/smoothed.heavy.Rd
lmenssp documentation built on May 19, 2017, 9:05 p.m.