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synlik (version 0.1.7)

Synthetic Likelihood Methods for Intractable Likelihoods

Description

Framework to perform synthetic likelihood inference for models where the likelihood function is unavailable or intractable.

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Install

install.packages('synlik')

Monthly Downloads

192

Version

0.1.7

License

GPL (>= 2)

Maintainer

Matteo Fasiolo

Last Published

March 31st, 2025

Functions in synlik (0.1.7)

robCov

Robust covariance matrix estimation
numericOrNULL-class

Dummy class
slAcf

Estimate auto-covariances for multiple datasets.
plot-smcmc

Plotting objects of class smcmc.
slice

Plot slices of the synthetic log-likelihood.
plot-synlik

Method for plotting an object of class synlik.
synlik-package

Synthetic Likelihood Methods for Intractable Likelihoods
slik

Evaluates the synthetic log-likelihood.
smcmc

MCMC parameter estimation for objects of class synlik.
synlik-class

synlik-class
smcmc-class

smcmc-class
simulate,synlik-method

Simulate data or statistics from an object of class synlik.
internal_C

Internal C and C++ function
checkNorm

Checking the multivariate normal approximation.
extractCorr

Extracting correlations from a covariance matrix
functionOrNULL-class

Dummy class
ANYOrNULL-class

Dummy class
blow_sl

Blowfly model
nlar

Estimate non-linear autoregressive coefficients
bf

Nicholson's 1954 blowfly data
blowSimul

Simulates from the blowfly model
continue

Continuing estimation.
rickerSimul

Simulates from the ricker model
orderDist

Summarize marginal distribution of (differenced) series.
ricker_sl

Ricker model