imPois: Imprecise Inferential Framework for Poisson Sampling Model

A collection of tools for conducting an imprecise inference is provided. Imprecise prior is used for this inference, and imprecise probability theory introduced by Peter Walley (1991) is its underlying theoretical foundation. The package is developed based on the PhD thesis work of Lee (2014). Poisson and zero-truncated Poisson sampling models are mainly studied with two types of prior distributions.

Author
Chel Hee Lee [aut, cre, cph], Mikelis Bickis [aut, ths, cph]
Date of publication
2015-11-28 14:53:51
Maintainer
Chel Hee Lee <chl948@mail.usask.ca>
License
GPL (>= 2)
Version
0.0.7.5
URLs

View on CRAN

Man pages

characterize_imprecise_prior
Characterize Imprecise Prior
expected_value_of_imprecise_distribution
Expected Value of Canonical Variable
hyperpara_optim
Objective And Gradient Vector Needed For Optimization
imPois
Imprecise Inferential Framework for Poisson Sampling Model
imprecise_distribution
Imprecise Probability Distribution
imprecise_learning_from_observation
Applying Bayes Rule
kernel_of_imprecise_prob_measure
Kernel of Imprecise Probability Measure Formulated By Bickis...
normalize_imprecise_prob_measure
Comupting Normalizing Constant of Bickis and Lee's...
plot_imprecise_object
Plotting Imprecise Objects
print_imprecise_objects
Print Imprecise Objects
summary_imprecise_object
Summary of 'impinf' object

Files in this package

imPois
imPois/NAMESPACE
imPois/demo
imPois/demo/convh.R
imPois/demo/focus.R
imPois/demo/ztrunc.R
imPois/demo/optim.R
imPois/demo/00Index
imPois/demo/trans.R
imPois/demo/levels.R
imPois/R
imPois/R/imPois.R
imPois/R/graphics.R
imPois/R/ztrunc.R
imPois/R/tools.R
imPois/R/optim.R
imPois/MD5
imPois/README
imPois/DESCRIPTION
imPois/ChangeLog
imPois/man
imPois/man/characterize_imprecise_prior.Rd
imPois/man/summary_imprecise_object.Rd
imPois/man/imprecise_distribution.Rd
imPois/man/hyperpara_optim.Rd
imPois/man/imprecise_learning_from_observation.Rd
imPois/man/plot_imprecise_object.Rd
imPois/man/expected_value_of_imprecise_distribution.Rd
imPois/man/imPois.Rd
imPois/man/print_imprecise_objects.Rd
imPois/man/normalize_imprecise_prob_measure.Rd
imPois/man/kernel_of_imprecise_prob_measure.Rd