Package: synlik 0.1.6

Matteo Fasiolo

synlik: Synthetic Likelihood Methods for Intractable Likelihoods

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

Authors:Matteo Fasiolo and Simon Wood

# Install 'synlik' in R:

install.packages('synlik', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Uses libs:

Datasets:

Last updated 2 years agofrom:cfa2c86cb2. Checks:OK: 1 NOTE: 1. Indexed: no.

Target	Result	Date
Doc / Vignettes	OK	Oct 23 2024
R-4.5-linux-x86_64	NOTE	Oct 23 2024

Last update: 2021-05-25
Started: 2013-09-10

Help page	Topics
Synthetic Likelihood Methods for Intractable Likelihoods	synlik-package
Dummy class	ANYOrNULL-class
Nicholson's 1954 blowfly data	bf bf1 bf2 bf3
Blowfly model	blowStats blow_sl blow_smcmc
Simulates from the blowfly model	blowSimul
Checking the multivariate normal approximation.	checkNorm
Continuing estimation.	continue continue,smcmc-method
Extracting correlations from a covariance matrix	extractCorr
Dummy class	functionOrNULL-class
Internal C and C++ function	blowC checkBoundsCpp cleanStats internal_C order_reg simpleModelsWrap slacf slnlar
Estimate non-linear autoregressive coefficients	nlar
Dummy class	numericOrNULL-class
Summarize marginal distribution of (differenced) series.	orderDist
Plotting objects of class 'smcmc'.	plot,smcmc,missing-method plot-smcmc
Method for plotting an object of class 'synlik'.	plot,synlik,missing-method plot-synlik
Ricker model	rickerStats ricker_sl ricker_smcmc
Simulates from the ricker model	rickerSimul
Robust covariance matrix estimation	robCov
Simulate data or statistics from an object of class 'synlik'.	simulate,synlik-method
Estimate auto-covariances for multiple datasets.	slAcf
Plot slices of the synthetic log-likelihood.	slice
Evaluates the synthetic log-likelihood.	slik
MCMC parameter estimation for objects of class 'synlik'.	smcmc
'smcmc-class'	smcmc-class
'synlik-class'	synlik synlik-class