R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
RcppCensSpatial
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]
[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. Accessed 21 Dec. 2024.
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
Complete documentation for RcppCensSpatial
Functions, R codes and Examples using
the RcppCensSpatial R package
Some associated functions: CovMat . EM.sclm . MCEM.sclm . Missouri . SAEM.sclm . dist2Dmatrix . predict.sclm . rCensSp .
Some associated R codes: Algorithm_utils.R . AuxiliaryFunctions_USER.R . EstEMspatial_USER.R . EstMCEMspatial_USER.R . EstSAEMspatial_USER.R . RcppCensSpatial-package.R . RcppExports.R . data.R . rCensspatial_USER.R . Full RcppCensSpatial package functions and examples
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
batteryreduction
Battery reduction is a method used in data reduction. It uses Gram-Schmidt orthogonal rotations to f ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Chunqiao Luo (view profile)
condGEE
Solves for the mean parameters, the variance parameter, and their asymptotic variance in a condition ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Clement (view profile)
helda
The main focus is on preprocessing and data visualization of machine learning models performances.So ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Simon Corde (view profile)
CIFsmry
Estimate of cumulative incidence function in two samples. Provide weighted summary statistics based ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jianing Li (view profile)
SEIRfansy
Extended Susceptible-Exposed-Infected-Recovery Model for
handling high false negative rate and symp ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Kleinsasser (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)