BinaryEPPM
3.0Mean and Scale-Factor Modeling of Under- And Over-Dispersed Binary Data
Overview
Under- and over-dispersed binary data are modeled using an extended Poisson process model (EPPM) appropriate for binary data. A feature of the model is that the under-dispersion relative to the binomial distribution only needs to be greater than zero, but the over-dispersion is restricted compared to other distributional models such as the beta and correlated binomials. Because of this, the examples focus on under-dispersed data and how, in combination with the beta or correlated distributions, flexible models can be fitted to data displaying both under- and over-dispersion. Using Generalized Linear Model (GLM) terminology, the functions utilize linear predictors for the probability of success and scale-factor with various link functions for p, and log link for scale-factor, to fit a variety of models relevant to areas such as bioassay. Details of the EPPM are in Faddy and Smith (2012) doi:10.1002/bimj.201100214 and Smith and Faddy (2019) doi:10.18637/jss.v090.i08.
Install
Health
- NOTE r-devel-linux-x86_64-debian-clang
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- NOTE2026-07-1610 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
- OK2026-03-1014 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
Documentation
- Examples that run
- 96%
- Documented parameters
- 83%
- Return-value docs
- 100%
- References docs
- 76%
Downloads
Dependencies
Nothing depends on this yet.
Code & Tests
Datasets
People & History
6 releases. Pick two to compare their code metrics. R releases are shown for context.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- 3.0Latest
- unarchivedReturned to CRAN2024-06-04
- RR 4.4.0 released · 2024-04-24
- archivedRemoved from CRAN2023-08-19email to the maintainer is undeliverable
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- 2.32019-07-31 · diff ↗
- RR 3.6.0 released · 2019-04-26
- 2.22018-05-01 · diff ↗
- RR 3.5.0 released · 2018-04-23
- 2.12017-11-23 · diff ↗
- RR 3.4.0 released · 2017-04-21
Show 4 earlier events
- 2.02016-11-28 · diff ↗
- RR 3.3.0 released · 2016-05-03
- 1.02015-05-14
- RR 3.2.0 released · 2015-04-16
Package metadata
- First published
- 2015-05-14
- Total releases
- 6 / 11 yrs
- License
- GPL-2 OSI
- Minimum R
- ≥ 3.5.0
- Bundled data
- 3.0 KB / 8 files
- Download size
- 237 KB
- Installed size
- not tracked yet
- With dependencies
- not tracked yet
Cite
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