hnp-package: Half-Normal Plots with Simulation Envelopes

In hnp: Half-Normal Plots with Simulation Envelopes

Description

Generates (half-)normal plots with simulation envelopes for common diagnostics from fitted models for a range of model classes. The function hnp() is written so that it is relatively easy to extend it to new model classes and different diagnostics that are not already implemented. A few example datasets are included. The main functions are hnp and plot.hnp

Details

Package:	hnp
Type:	Package
Version:	1.2-6
Date:	2018-05-21
License:	GPL version 2 or newer

Package includes two functions, hnp and plot.hnp, as well as seven data sets extracted from Demétrio et al (2014). Explanation on how to produce the half-normal plots with simulation envelopes can be found in Demétrio and Hinde (1997) and on the hnp function documentation. Data sets are based on entomology studies and the focus is on overdispersed data. Details on overdispersion models can be found in Hinde and Demétrio (1998). Special thanks to FAPESP and CNPq for funding.

Author(s)

Rafael A. Moral, John Hinde and Clarice G. B. Demétrio

Maintainer: Rafael Moral <[e-mail]>

References

Moral, R. A., Hinde, J. and Demétrio, C. G. B. (2017) Half-normal plots and overdispersed models in R: the hnp package. Journal of Statistical Software 81(10):1-23.

Demétrio, C. G. B. and Hinde, J. (1997) Half-normal plots and overdispersion. GLIM Newsletter 27:19-26.

Hinde, J. and Demétrio, C. G. B. (1998) Overdispersion: models and estimation. Computational Statistics and Data Analysis 27:151-170.

Demétrio, C. G. B., Hinde, J. and Moral, R. A. (2014) Models for overdispersed data in entomology. In Godoy, W. A. C. and Ferreira, C. P. (Eds.) Ecological modelling applied to entomology. Springer.

hnp documentation built on May 2, 2019, 12:40 p.m.