| 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 |
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