Software for Bayesian Inference


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Documentation for package ‘LaplacesDemon’ version 11.10.03

Help Pages

BayesFactor Bayes Factor
caterpillar.plot Caterpillar Plot
CenterScale Centering and Scaling
cloglog The log-log and complementary log-log functions
Combine Combine Demonoid Objects
Consort Consort with Laplace's Demon
Cov2Cor Covariance to Correlation
dbern The Bernoulli Distribution
dcat The Categorical Distribution
ddirichlet The Dirichlet Distribution
demonsnacks Demon Snacks Data Set
dhalfcauchy Half-Cauchy Distribution
dhalfnorm Half-Normal Distribution
dhalft Half-t Distribution
dinvgamma The Inverse Gamma Distribution
dinvgaussian The Inverse Gaussian Distribution
dinvwishart The Inverse Wishart Distribution
dlaplace Laplace Distribution: Univariate Symmetric
dmvn Multivariate Normal Distribution
dmvt Multivariate t distribution
dst Student t Distribution: Univariate
dtrunc Truncated Distributions
dwishart The Wishart Distribution
ESS Effective Sample Size due to Autocorrelation
extrunc Truncated Distributions
Geweke.Diagnostic Geweke's Convergence Diagnostic
HPD Highest Posterior Density
indmat Indicator Matrix
interval Constrain to Interval
invcloglog The log-log and complementary log-log functions
invlogit The logit and inverse-logit functions
invloglog The log-log and complementary log-log functions
joint.density.plot Joint Density Plot
KLD Kullback-Leibler Divergence (KLD)
LaplaceApproximation Laplace Approximation
LaplacesDemon Laplace's Demon
logit The logit and inverse-logit functions
loglog The log-log and complementary log-log functions
Mode The Mode of a Vector
parm.names Parameter Names
pbern The Bernoulli Distribution
phalfcauchy Half-Cauchy Distribution
phalfnorm Half-Normal Distribution
phalft Half-t Distribution
plaplace Laplace Distribution: Univariate Symmetric
plot.demonoid Plot samples from the output of 'LaplacesDemon'
plot.demonoid.ppc Plots of Posterior Predictive Checks
plot.laplace Plot the output of 'LaplaceApproximation'
plot.laplace.ppc Plots of Posterior Predictive Checks
PosteriorChecks Posterior Checks
predict.demonoid Posterior Predictive Checks
predict.laplace Posterior Predictive Checks
print.demonoid Print an object of class 'demonoid' to the screen.
print.laplace Print an object of class 'laplace' to the screen.
pst Student t Distribution: Univariate
ptrunc Truncated Distributions
qbern The Bernoulli Distribution
qhalfcauchy Half-Cauchy Distribution
qhalfnorm Half-Normal Distribution
qhalft Half-t Distribution
qlaplace Laplace Distribution: Univariate Symmetric
qst Student t Distribution: Univariate
qtrunc Truncated Distributions
rbern The Bernoulli Distribution
rcat The Categorical Distribution
rdirichlet The Dirichlet Distribution
rhalfcauchy Half-Cauchy Distribution
rhalfnorm Half-Normal Distribution
rhalft Half-t Distribution
rinvgamma The Inverse Gamma Distribution
rinvgaussian The Inverse Gaussian Distribution
rinvwishart The Inverse Wishart Distribution
rlaplace Laplace Distribution: Univariate Symmetric
rmvn Multivariate Normal Distribution
rmvt Multivariate t distribution
rst Student t Distribution: Univariate
rtrunc Truncated Distributions
rwishart The Wishart Distribution
summary.demonoid.ppc Posterior Predictive Check Summary
summary.laplace.ppc Posterior Predictive Check Summary
vartrunc Truncated Distributions