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

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.

Author
Ozgur Asar, Peter J. Diggle
Date of publication
2016-07-24 00:16:30
Maintainer
Ozgur Asar <ozgur.asar@acibadem.edu.tr>
License
GPL (>= 2)
Version
1.2

View on CRAN

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...

Files in this package

lmenssp
lmenssp/NAMESPACE
lmenssp/data
lmenssp/data/data.sim.ibm.heavy.rda
lmenssp/data/data.sim.ibm.rda
lmenssp/R
lmenssp/R/smoothed.heavy.R
lmenssp/R/lmenssp.R
lmenssp/R/qqplot.t.R
lmenssp/R/var.inspect.R
lmenssp/R/variogram.R
lmenssp/R/lmenssp.heavy.R
lmenssp/R/filtered.R
lmenssp/R/boot.nm.R
lmenssp/R/smoothed.R
lmenssp/MD5
lmenssp/DESCRIPTION
lmenssp/man
lmenssp/man/data.sim.ibm.heavy.Rd
lmenssp/man/lmenssp-package.Rd
lmenssp/man/smoothed.Rd
lmenssp/man/filtered.Rd
lmenssp/man/lmenssp.Rd
lmenssp/man/lmenssp.heavy.Rd
lmenssp/man/qqplot.t.Rd
lmenssp/man/var.inspect.Rd
lmenssp/man/boot.nm.Rd
lmenssp/man/variogram.Rd
lmenssp/man/data.sim.ibm.Rd
lmenssp/man/smoothed.heavy.Rd