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
BSL
View on CRAN: Click
here
Download and install BSL package within the R console
Install from CRAN:
install.packages("BSL")
Install from Github:
library("remotes")
install_github("cran/BSL")
Install by package version:
library("remotes")
install_version("BSL", "3.2.5")
Attach the package and use:
library("BSL")
Maintained by
Leah F. South
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-03-23
Latest Update: 2022-11-03
Description:
Bayesian synthetic likelihood (BSL, Price et al. (2018) )
is an alternative to standard, non-parametric approximate Bayesian
computation (ABC). BSL assumes a multivariate normal distribution
for the summary statistic likelihood and it is suitable when the
distribution of the model summary statistics is sufficiently regular.
This package provides a Metropolis Hastings Markov chain Monte Carlo
implementation of four methods (BSL, uBSL, semiBSL and BSLmisspec) and two
shrinkage estimators (graphical lasso and Warton's estimator).
uBSL (Price et al. (2018) ) uses
an unbiased estimator to the normal density. A semi-parametric version
of BSL (semiBSL, An et al. (2018) ) is more robust
to non-normal summary statistics. BSLmisspec (Frazier et al. 2019
) estimates the Gaussian synthetic likelihood whilst
acknowledging that there may be incompatibility between the model and the
observed summary statistic. Shrinkage estimation can help to decrease the
number of model simulations when the dimension of the summary statistic is
high (e.g., BSLasso, An et al. (2019) ).
Extensions to this package are planned. For a journal article describing how
to use this package, see An et al. (2022) .
How to cite:
Leah F. South (2018). BSL: Bayesian Synthetic Likelihood. R package version 3.2.5, https://cran.r-project.org/web/packages/BSL. Accessed 03 Apr. 2025.
Previous versions and publish date:
Other packages that cited BSL R package
View BSL citation profile
Other R packages that BSL depends,
imports, suggests or enhances
Complete documentation for BSL
Functions, R codes and Examples using
the BSL R package
Some associated functions: BSL-class . BSL-package . MODEL-class . PENALTY-class . bsl . cell . combinePlotsBSL . cor2cov . estimateLoglike . estimateWhiteningMatrix . gaussianRankCorr . gaussianSynLike . gaussianSynLikeGhuryeOlkin . getGamma . getLoglike . getPenalty . getTheta . ma2 . mgnk . myMiniProgressBar . obsMat2deltax . rstable . selectPenalty . semiparaKernelEstimate . sim_toad . simulate_cell . simulation . sliceGammaMean . sliceGammaVariance . summStat . synLikeMisspec . toad .
Some associated R codes: BSL-package.R . RcppExports.R . bsl.R . cell.R . combinePlotsBSL.R . covWarton.R . estimateLoglike.R . estimateWhiteningMatrix.R . gaussianRankCorr.R . gaussianSynLike.R . gaussianSynLikeGhuryeOlkin.R . imports.R . kernelCDF.R . logitTransform.R . ma2.R . mgnk.R . myMiniProgressBar.R . s4-BSL.R . s4-MODEL.R . s4-PENALTY.R . selectPenalty.R . semiparaKernelEstimate.R . sliceGammaMean.R . sliceGammaVariance.R . synLikeMisspec.R . toad.R . Full BSL package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
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)
RI2by2
Computes attributable effects based confidence interval, permutation test confidence interval, or as ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Joseph Rigdon (view profile)
RobustANOVA
Robust tests (RW, RPB and RGF) are provided for testing the equality of several long-tailed symmetri ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gamze Guven (view profile)
automl
Fits from simple regression to highly customizable deep neural networks
either with gradient descen ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Alex Boulangé (view profile)
RPMG
Really Poor Man's Graphical User Interface, used to create interactive R analysis sessions with simp ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jonathan M. Lees (view profile)
RZooRoH
Functions to identify Homozygous-by-Descent (HBD) segments associated with runs of homozygosity (ROH ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tom Druet (view profile)
23,990
R Packages
207,311
Dependencies
64,809
Author Associations
23,991
Publication Badges
