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
GPRMortality
View on CRAN: Click
here
Download and install GPRMortality package within the R console
Install from CRAN:
install.packages("GPRMortality")
Install from Github:
library("remotes")
install_github("cran/GPRMortality")
Install by package version:
library("remotes")
install_version("GPRMortality", "0.1.0")
Attach the package and use:
library("GPRMortality")
Maintained by
Ali Ghanbari
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-08-26
Latest Update: 2018-08-26
Description:
A Bayesian statistical model for estimating child (under-five age group) and adult (15-60 age group) mortality. The main challenge is how to combine and integrate these different time series and how to produce unified estimates of mortality rates during a specified time span. GPR is a Bayesian statistical model for estimating child and adult mortality rates which its data likelihood is mortality rates from different data sources such as: Death Registration System, Censuses or surveys. There are also various hyper-parameters for completeness of DRS, mean, covariance functions and variances as priors. This function produces estimations and uncertainty (95% or any desirable percentiles) based on sampling and non-sampling errors due to variation in data sources. The GP model utilizes Bayesian inference to update predicted mortality rates as a posterior in Bayes rule by combining data and a prior probability distribution over parameters in mean, covariance function, and the regression model. This package uses Markov Chain Monte Carlo (MCMC) to sample from posterior probability distribution by 'rstan' package in R. Details are given in Wang H, Dwyer-Lindgren L, Lofgren KT, et al. (2012) , Wang H, Liddell CA, Coates MM, et al. (2014) and Mohammadi, Parsaeian, Mehdipour et al. (2017) .
How to cite:
Ali Ghanbari (2018). GPRMortality: Gaussian Process Regression for Mortality Rates. R package version 0.1.0, https://cran.r-project.org/web/packages/GPRMortality. Accessed 21 Nov. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited GPRMortality R package
View GPRMortality citation profile
Other R packages that GPRMortality depends,
imports, suggests or enhances
Complete documentation for GPRMortality
Functions, R codes and Examples using
the GPRMortality R package
Some associated functions: GPRMortality . GPRMortalityChild . GPRMortalitySummary . data.mean.child . data.mean . data.mortality.child . data.mortality .
Some associated R codes: GPRMortality.R . GPRMortalitySummary.R . GPRMortality_child.R . Full GPRMortality 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
pkgdepends
Find recursive dependencies of 'R' packages from various
sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gábor Csárdi (view profile)
RcppHNSW
'Hnswlib' is a C++ library for Approximate Nearest Neighbors.
This package provides a minimal R int ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: James Melville (view profile)
kgschart
Restore underlining numeric data from rating history graph of
KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kota Mori (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)
deductive
Attempt to repair inconsistencies and missing values in
data records by using information from vali ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mark van der Loo (view profile)
crossrun
Joint distribution of number of crossings and the
longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tore Wentzel-Larsen (view profile)