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
imabc
View on CRAN: Click
here
Download and install imabc package within the R console
Install from CRAN:
install.packages("imabc")
Install from Github:
library("remotes")
install_github("cran/imabc")
Install by package version:
library("remotes")
install_version("imabc", "1.0.0")
Attach the package and use:
library("imabc")
Maintained by
"Christopher, E. Maerzluft"
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-04-12
Latest Update: 2021-04-12
Description:
Provides functionality to perform a likelihood-free method for estimating the parameters of complex models
that results in a simulated sample from the posterior distribution of model parameters given targets. The method begins
with a accept/reject approximate bayes computation (ABC) step applied to a sample of points from the prior distribution
of model parameters. Accepted points result in model predictions that are within the initially specified tolerance
intervals around the target points. The sample is iteratively updated by drawing additional points from a mixture of
multivariate normal distributions, accepting points within tolerance intervals. As the algorithm proceeds, the
acceptance intervals are narrowed. The algorithm returns a set of points and sampling weights that account for the
adaptive sampling scheme. For more details see Rutter, Ozik, DeYoreo, and Collier (2018) .
How to cite:
"Christopher, E. Maerzluft" (2021). imabc: Incremental Mixture Approximate Bayesian Computation (IMABC). R package version 1.0.0, https://cran.r-project.org/web/packages/imabc
Previous versions and publish date:
No previous versions
Other packages that cited imabc R package
View imabc citation profile
Other R packages that imabc depends,
imports, suggests or enhances
Functions, R codes and Examples using
the imabc R package
Some associated functions: PriorsSpecification . TargetsSpecifications . define_target_function . imabc . read_previous_results .
Some associated R codes: Priors.R . Targets.R . check_format.R . combine_results.R . dMvn.R . define_target_function.R . draw_parms.R . eval_targets.R . get_B_draws.R . get_in_range.R . get_list_element.R . get_log_prior_d.R . get_mean_cov.R . get_mix_dist.R . get_new_bounds.R . get_sampling_d.R . get_update_targets.R . get_weight.R . imabc.R . in_range.R . init_good_dt.R . init_iter_dt.R . parm_covariance.R . parms_from_priors.R . read_previous_results.R . run_handler.R . save_results.R . seed_stream.R . target_distance.R . test_singularity.R . total_distance.R . unique_names.R . update_parm_sds.R . update_target_bounds.R . validate_prior_function.R . zzz.R . Full imabc 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
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
EasyDescribe
Descriptive Statistics is essential for publishing articles. This package can perform
descriptive s ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Xiuquan Nie (view profile)
gmt
Interface between the GMT map-making software and R, enabling the
user to manipulate geographic dat ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Arni Magnusson (view profile)
trapezoid
The trapezoid package provides 'dtrapezoid', 'ptrapezoid', 'qtrapezoid', and 'rtrapezoid' functions ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jeremy Thoms Hetzel (view profile)
rankdist
Implements distance based probability models for ranking data.
The supported distance metrics inclu ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Zhaozhi Qian (view profile)
hydropeak
An important environmental impact on running water ecosystems
is caused by hydropeaking - the disco ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Bettina Grün (view profile)
22,187
R Packages
188,753
Dependencies
55,244
Author Associations
22,188
Publication Badges
© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns