Distributions

Every row links to a page containing the matched HOBBS, Stan, and JAGS model definitions from the package test suite, plus the complete R test file.

Distribution	HOBBS sampling statement	Source
Normal	x(i) ~ dnorm(mean, sd);	test source
Standard normal	x(i) ~ normal01();	test source
Normal with SD 1	x(i) ~ normal_sd1(mean);	test source
Uniform	x(i) ~ dunif(min, max);	test source
Exponential	x(i) ~ dexp(rate);	test source
Gamma	x(i) ~ dgamma(shape, rate);	test source
Inverse gamma	x(i) ~ dinvgamma(shape, rate);	test source
Beta	x(i) ~ dbeta(a, b);	test source
Cauchy	x(i) ~ dcauchy(location, scale);	test source
Student t	x(i) ~ dt(df, location, scale);	test source
Chi-square	x(i) ~ dchisq(df);	test source
Lognormal	x(i) ~ dlnorm(meanlog, sdlog);	test source
Logistic	x(i) ~ dlogis(location, scale);	test source
Laplace	x(i) ~ dlaplace(location, scale);	test source
Weibull	x(i) ~ dweibull(shape, scale);	test source
Pareto	x(i) ~ dpareto(xmin, alpha);	test source
Half-normal	x(i) ~ dhalfnorm(sd);	test source
Half-Cauchy	x(i) ~ dhalfcauchy(scale);	test source
Bernoulli	y(i) ~ dbern(prob);	test source
Bernoulli logit	y(i) ~ bernoulli_logit(eta);	test source
Bernoulli probit	y(i) ~ bernoulli_probit(eta);	test source
Bernoulli cloglog	y(i) ~ bernoulli_cloglog(eta);	test source
Binomial	y(i) ~ dbinom(size, prob);	test source
Binomial logit	y(i) ~ binomial_logit(size, eta);	test source
Poisson	y(i) ~ dpois(lambda);	test source
Poisson log	y(i) ~ poisson_log(eta);	test source
Negative binomial	y(i) ~ dnbinom(size, prob);	test source
Negative binomial log-mean	y(i) ~ dnbinom_log(eta, size);	test source
Bivariate normal	v(1:2) ~ dbvn(mean2, Sigma2);	test source
Multivariate normal	x(1:k) ~ dmvn(mean, Sigma);	test source
Wishart	W(1:k2) ~ dwish(scale, df, k);	test source
Inverse Wishart	W(1:k2) ~ dinvwish(scale, df, k);	test source
LKJ correlation, 2D	R(1:4) ~ dlkjcorr2(eta);	test source

Run all distribution tests

From the HOBBS package root:

devtools::test(filter = "dist-")

The reference-comparison tests are skipped when rstan or rjags is unavailable. The HOBBS integration tests also require Cargo, Rust, and a C compiler.