Other packages > Find by keyword >

RcppCensSpatial  

Spatial Estimation and Prediction for Censored/Missing Responses
View on CRAN: Click here


Download and install RcppCensSpatial package within the R console
Install from CRAN:
install.packages("RcppCensSpatial")

Install from Github:
library("remotes")
install_github("cran/RcppCensSpatial")

Install by package version:
library("remotes")
install_version("RcppCensSpatial", "0.3.0")



Attach the package and use:
library("RcppCensSpatial")
Maintained by
Katherine A. L. Valeriano
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-21
Latest Update: 2022-06-27
Description:
It provides functions to estimate parameters in linear spatial models with censored/missing responses via the Expectation-Maximization (EM), the Stochastic Approximation EM (SAEM), or the Monte Carlo EM (MCEM) algorithm. These algorithms are widely used to compute the maximum likelihood (ML) estimates in problems with incomplete data. The EM algorithm computes the ML estimates when a closed expression for the conditional expectation of the complete-data log-likelihood function is available. In the MCEM algorithm, the conditional expectation is substituted by a Monte Carlo approximation based on many independent simulations of the missing data. In contrast, the SAEM algorithm splits the E-step into simulation and integration steps. This package also approximates the standard error of the estimates using the Louis method. Moreover, it has a function that performs spatial prediction in new locations.
How to cite:
Katherine A. L. Valeriano (2021). RcppCensSpatial: Spatial Estimation and Prediction for Censored/Missing Responses. R package version 0.3.0, https://cran.r-project.org/web/packages/RcppCensSpatial
Previous versions and publish date:
0.1.0 (2021-09-21 15:50)
Other packages that cited RcppCensSpatial R package
View RcppCensSpatial citation profile
Other R packages that RcppCensSpatial depends, imports, suggests or enhances
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

lgarch  
Simulation and Estimation of Log-GARCH Models
Simulation and estimation of univariate and multivariate log-GARCH models. The main functions of the ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
bulletr  
Algorithms for Matching Bullet Lands
Analyze bullet lands using nonparametric methods. We provide a reading routine for x3p files (see &l ...
Download / Learn more Package Citations See dependency  
Deriv  
Symbolic Differentiation
R-based solution for symbolic differentiation. It admits user-defined function as well as function s ...
Download / Learn more Package Citations See dependency  
buildr  
Organize & Run Build Scripts Comfortably
Working with reproducible reports or any other similar projects often require to run the script that ...
Download / Learn more Package Citations See dependency  

22,086

R Packages

187,731

Dependencies

55,244

Author Associations

22,087

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns