Hypothesis Testing Based on Neyman-Pearson Lemma and Likelihood Ratio Test
Overview
Error type I and Optimal critical values to test statistical hypothesis based on Neyman-Pearson Lemma and Likelihood ratio test based on random samples from several distributions. The families of distributions are Bernoulli, Exponential, Geometric, Inverse Normal, Normal, Gamma, Gumbel, Lognormal, Poisson, and Weibull. This package is an ideal resource to help with the teaching of Statistics. The main references for this package are Casella G. and Berger R. (2003,ISBN:0-534-24312-6 , "Statistical Inference. Second Edition", Duxbury Press) and Hogg, R., McKean, J., and Craig, A. (2019,ISBN:013468699, "Introduction to Mathematical Statistic. Eighth edition", Pearson).
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-03-10
Documentation
- Help pages
- 20
- Examples that run
- 100%20 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 100%
Downloads
Dependencies
Installing hytest adds 3 packages (2 with compiled code, 2.7 MB of source tarballs). Heaviest: gamlss.dist 1.5 MB, gamlss.data 928 KB, gamlss 312 KB.
Code & Tests
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- 0.1.1Latest2024-09-09 · current release · diff ↗ ·
added 8 exports
gamma_c_opt, gumbel_c_opt, gumbel_errorI, invnormal_c_opt, invnormal_errorI, lognorm_c_opt, weibull_c_opt, weibull_errorI - 0.1.02024-06-04
- RR 4.4.0 released · 2024-04-24
Package metadata
- First published
- 2024-06-04
- Total releases
- 2 / 2 yrs
- License
- GPL-3 OSI
- Download size
- 8.8 KB
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