CensSpatial: Censored Spatial Models

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Fits linear regression models for censored spatial data. Provides different estimation methods as the SAEM (Stochastic Approximation of Expectation Maximization) algorithm and seminaive that uses Kriging prediction to estimate the response at censored locations and predict new values at unknown locations. Also offers graphical tools for assessing the fitted model.

Author
Alejandro Ordonez, Christian E. Galarza, Victor H. Lachos
Date of publication
2016-12-04 17:32:11
Maintainer
Alejandro Ordonez <ordonezjosealejandro@gmail.com>
License
GPL (>= 2)
Version
1.2

View on CRAN

Man pages

algnaive12
Naive 1 and Naive 2 method for spatial prediction.
atypical
Detection for local influence
depth
Depths of a geological horizon.
derivcormatrix
First and second derivates of some correlation matrix
derivQfun
Maximum Likelihood Expectation (logQ function and its...
distmatrix
Distance matrix
localinfmeas
Local influence measures.
Missouri
TCDD concentrations in Missouri (1971).
predgraphics
Prediction graphics for SAEM Algortihm for censored spatial...
predSCL
Prediction for the SAEM algorithm for censored spatial data.
rspacens
Censored Spatial data simulation
SAEMSCL
SAEM Algorithm estimation for censored spatial data.
seminaive_1
Seminaive algorithm for spatial censored prediction.

Files in this package

CensSpatial
CensSpatial/NAMESPACE
CensSpatial/data
CensSpatial/data/depth.rda
CensSpatial/data/Missouri.rda
CensSpatial/R
CensSpatial/R/rspacensprin.R
CensSpatial/R/SAEMSCLfin.R
CensSpatial/R/derivQfunfin.R
CensSpatial/R/predSCLprin.R
CensSpatial/R/predgraphicsprin.R
CensSpatial/R/derivcormatrixfin.R
CensSpatial/R/distmatrixfin.R
CensSpatial/R/distmatrixprin.R
CensSpatial/R/Seminaivefin.R
CensSpatial/R/atypicalprin.R
CensSpatial/R/localinfmeasfin.R
CensSpatial/R/predgraphicsfin.R
CensSpatial/R/predSCLfin.R
CensSpatial/R/derivcormatrixprin.R
CensSpatial/R/rspacensfin.R
CensSpatial/R/algnaive12fin.R
CensSpatial/R/derivQfunprin.R
CensSpatial/R/Seminaiveprin.R
CensSpatial/R/atypicalfin.R
CensSpatial/R/auxfunjustnorm2.R
CensSpatial/R/SAEMSCLprin.R
CensSpatial/R/algnaive12prin.R
CensSpatial/R/localinfmeasprin.R
CensSpatial/MD5
CensSpatial/DESCRIPTION
CensSpatial/man
CensSpatial/man/rspacens.Rd
CensSpatial/man/predSCL.Rd
CensSpatial/man/atypical.Rd
CensSpatial/man/depth.Rd
CensSpatial/man/derivQfun.Rd
CensSpatial/man/SAEMSCL.Rd
CensSpatial/man/distmatrix.Rd
CensSpatial/man/seminaive_1.Rd
CensSpatial/man/localinfmeas.Rd
CensSpatial/man/predgraphics.Rd
CensSpatial/man/algnaive12.Rd
CensSpatial/man/Missouri.Rd
CensSpatial/man/derivcormatrix.Rd