Package index • inferno

Main functions

E(): Calculate means and standard deviations

flexiplot(): Plot numeric or character values

hist(<probability>): Plot the variability of an object of class "probability" as a histogram

write.csvi() read.csvi(): Write and read data in inferno

learn(): Monte Carlo computation of posterior probability distribution conditional on given data

metadatatemplate(): Metadata and helper function for metadata

mutualinfo(): Calculate mutual information between groups of joint variates

plot(<probability>): Plot an object of class "probability"

plotFsamples(): Plot one-dimensional posterior probabilities

plotquantiles(): Plot pairs of quantiles

Pr(): Calculate posterior probabilities

subset(<probability>): Subset variates of an object of class probability

tailPr(): Calculate cumulative posterior probabilities

vrtgrid(): Create a grid of values for a variate

Pr2(): Calculate posterior probabilities

Internal functions

For developers.

buildauxmetadata(): Build preliminary metadata flie

createQfunction(): Calculate and save transformation function for ordinal variates

funESS(): Function for calculating MC effective sample size.

funESS2(): Function for calculating MC standard error, from Geyer's mcmc package

funMCSE(): Function for calculating MC standard error.

funMCSE2(): Function for calculating MC standard error, from Geyer's mcmc package

inferno inferno-package: inferno: Bayesian nonparametric population inference

util_Pcheckpoints(): Calculate joint frequencies for checkpoints in learn()

util_lprob(): Calculate collection of log-probabilities for different components and samples

util_lprobs(): Calculate collection of log-probabilities for different components and samples

util_ltailprob(): Calculate collection of log-probabilities for different components and samples

vtransform(): Transforms variates to different representations