Stem: Spatio-temporal models in R
Version 1.0

Estimation of the parameters of a spatio-temporal model using the EM algorithm, estimation of the parameter standard errors using a spatio-temporal parametric bootstrap, spatial mapping.

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AuthorMichela Cameletti
Date of publication2012-10-29 08:57:42
MaintainerMichela Cameletti <michela.cameletti@unibg.it>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("Stem")

Man pages

pm10: Realistic data which illustrate the usage of the package Stem
Stem.Bootstrap: Parametric bootstrap
Stem.Estimation: ML Estimation
Stem-internal: Stem internal objects
Stem.Kriging: Dynamical spatial mapping
Stem.Model: Create a Stem Model
Stem-package: Analysis of spatio-temporal hierarchical models
Stem.Simulation: Simulation of spatio-temporal data

Functions

B_function Man page
Q_function_addendo1 Man page
Q_function_addendo2 Man page
Q_function_addendo3 Man page
SS Man page
Sigmastar.exp Man page
Stem Man page
Stem-package Man page
Stem.Bootstrap Man page
Stem.Bootstrap.fn Man page
Stem.Data Man page
Stem.Estimation Man page
Stem.Kriging Man page
Stem.Model Man page
Stem.Simulation Man page Man page
Stem.Skeleton Man page
changedimension_covariates Man page
cov_lagone Man page
covariates2 Man page
d12_Q Man page
d1_Q Man page
d1_Sigmastar_logb.exp Man page
d1_Sigmastar_logtheta.exp Man page
d2_Q Man page
d2_Sigmastar_logb.exp Man page
d2_Sigmastar_logtheta.exp Man page
filtering Man page
filterstep Man page
is.Stem.Data Man page
is.Stem.Model Man page
is.Stem.Skeleton Man page
kalman Man page
pm10 Man page
smootherstep Man page
smootherstep.uni Man page
smoothing Man page
spatial.pred Man page
sumMatrices Man page

Files

data
data/pm10.r
NAMESPACE
man
man/Stem.Simulation.Rd
man/Stem-package.Rd
man/pm10.Rd
man/Stem.Estimation.Rd
man/Stem.Kriging.Rd
man/Stem.Bootstrap.Rd
man/Stem-internal.Rd
man/Stem.Model.Rd
DESCRIPTION
MD5
R
R/cov_lagone.R
R/d2_Sigmastar_logtheta.exp.R
R/smootherstep.R
R/B_function.R
R/d1_Q.R
R/Stem.Skeleton.R
R/sumMatrices.R
R/is.Stem.Skeleton.R
R/Stem.Bootstrap.fn.R
R/Stem-02-internal.R
R/Stem.Estimation.R
R/Stem.Data.R
R/Stem.Kriging.R
R/is.Stem.Data.R
R/filterstep.R
R/Stem.Simulation.R
R/Q_function_addendo1.R
R/is.Stem.Model.R
R/Stem.Model.R
R/smoothing.R
R/d1_Sigmastar_logb.exp.R
R/Q_function_addendo2.R
R/d12_Q.R
R/Stem.Bootstrap.R
R/kalman.R
R/changedimension_covariates.R
R/filtering.R
R/spatial.pred.R
R/d1_Sigmastar_logtheta.exp.R
R/Q_function_addendo3.R
R/d2_Sigmastar_logb.exp.R
R/d2_Q.R
R/smootherstep.uni.R
R/Sigmastar.exp.R
Stem documentation built on May 29, 2017, 11:12 p.m.