CRAN/E | truncnormbayes

truncnormbayes

Estimates Moments for a Truncated Normal Distribution using 'Stan'

Installation

About

Finds the posterior modes for the mean and standard deviation for a truncated normal distribution with one or two known truncation points. The method used extends Bayesian methods for parameter estimation for a singly truncated normal distribution under the Jeffreys prior (see Zhou X, Giacometti R, Fabozzi FJ, Tucker AH (2014). "Bayesian estimation of truncated data with applications to operational risk measurement". doi:10.1080/14697688.2012.752103). This package additionally allows for a doubly truncated normal distribution.

github.com/mathurlabstanford/truncnormbayes
mathurlabstanford.github.io/truncnormbayes/
System requirements GNU make
Bug report File report

Key Metrics

Version 0.0.3
R ≥ 3.4.0
Published 2023-08-23 257 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks truncnormbayes results

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Maintainer

Maintainer

Peter Solymos

peter@analythium.io

Authors

Mika Braginsky

aut

Leon Tran

aut

Maya Mathur

ctb

Peter Solymos

cre / ctb

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

truncnormbayes archive

Depends

R ≥ 3.4.0

Imports

methods
Rcpp ≥ 0.12.0
RcppParallel ≥ 5.0.1
Rdpack
rstan ≥ 2.18.1
rstantools ≥ 2.2.0
stats

Suggests

testthat ≥ 3.0.0
truncnorm ≥ 1.0
withr ≥ 2.5.0

LinkingTo

BH ≥ 1.66.0
Rcpp ≥ 0.12.0
RcppEigen ≥ 0.3.3.3.0
RcppParallel ≥ 5.0.1
rstan ≥ 2.18.1
StanHeaders ≥2.18.0