# Zero-Variance Control Variates

## Documentation for package ‘ZVCV’ version 2.1.2

- DESCRIPTION file.
- Package NEWS.

## Help Pages

ZVCV-package | Zero-Variance Control Variates
aSECF | Approximate semi-exact control functionals (aSECF)
aSECF_crossval | Approximate semi-exact control functionals (aSECF) with cross-validation
CF | Control functionals (CF)
CF_crossval | Control functionals (CF) with cross-validation
evidence | Evidence estimation with ZV-CV
evidence_CTI | Evidence estimation with ZV-CV
evidence_CTI_CF | Evidence estimation with ZV-CV
evidence_SMC | Evidence estimation with ZV-CV
evidence_SMC_CF | Evidence estimation with ZV-CV
Expand_Temperatures | Adjusting the temperature schedule
getX | ZV-CV design matrix
K0_fn | Kernel matrix calculation
logsumexp | Stable log sum of exponential calculations
medianTune | Median heuristic
nearPD | Nearest symmetric positive definite matrix
Phi_fn | Phi matrix calculation
SECF | Semi-exact control functionals (SECF)
SECF_crossval | Semi-exact control functionals (SECF) with cross-validation
squareNorm | Squared norm matrix calculation
VDP | Example of estimation using SMC
ZVCV | Zero-Variance Control Variates
zvcv | ZV-CV for general expectations