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LBI (version 0.2.2)

Likelihood Based Inference

Description

Maximum likelihood estimation and likelihood ratio test are essential for modern statistics. This package supports in calculating likelihood based inference. Reference: Pawitan Y. (2001, ISBN:0-19-850765-8).

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Version

Install

install.packages('LBI')

Monthly Downloads

257

Version

0.2.2

License

GPL-3

Maintainer

Kyun-Seop Bae

Last Published

January 22nd, 2025

Functions in LBI (0.2.2)

LBI-package

Likelihood Based Inference
LIpois

Likelihood Interval of the Mean assuming Poisson Distribution
LBCIvar

Likelihood Based Confidence Interval of sd and variance assuming Normal Distribution
LIbin

Likelihood Interval for a Proportion or a Binomial Distribution
LIvar

Likelihood Interval of variance and sd assuming Normal Distribution with sample mean and sample size
LInorm

Likelihood Interval of mean, sd and variance assuming Normal Distribution
LIvRatio

Likelihood Interval of the ratio of two variances from two groups
LIvtest

Likelihood Interval of variance and sd assuming Normal Distribution using means and SDs
LInormVar

Likelihood Interval of sd and variance assuming Normal Distribution
LRT

Likelihood Ratio Test
RDLI

Risk (Proportion) Difference and its Likelihood Interval between two groups without strata
OneTwo

Likelihood Ratio Test for One group vs Two group gaussian mixture model
ORLI

Odds Ratio and its Likelihood Interval between two groups without strata
RRLI

Relative Risk and its Likelihood Interval between two groups without strata