+.ps |
Modify a psdesign object by adding on new components. |
add_bootstrap |
Bootstrap resampling parameters |
add_estimate |
Estimate parameters |
add_integration |
Integration models |
add_riskmodel |
Add risk model to a psdesign object |
calc_risk |
Calculate the risk and functions of the risk |
calc_STG |
Calculate the Standardized total gain |
empirical_TE |
Compute the empirical Treatment Efficacy |
empirical_VE |
Compute the empirical Treatment Efficacy |
expand_augdata |
Expand augmented data using the integration function |
generate_example_data |
Generate sample data used for testing |
integrate_bivnorm |
Bivariate normal integration models for the missing S(1) |
integrate_nonparametric |
Nonparametric integration model for the missing S(1) |
integrate_parametric |
Parametric integration model for the missing S(1) |
integrate_semiparametric |
Semiparametric integration model using the location-scale model |
plot.psdesign |
Plot summary statistics for a psdesign object |
print.psdesign |
Concisely print information about a psdesign object |
psdesign |
Specify a design for a principal surrogate evaluation |
pseudo_score |
Estimate parameters from a specified model using pseudo-score |
ps_bootstrap |
Estimate parameters from a specified model using bootstrap resampling and estimated maximum likelihood |
ps_estimate |
Estimate parameters from a specified model using estimated maximum likelihood |
risk.logit |
Logit link function |
risk.probit |
Probit link function |
riskcalc |
Calculate risks with handlers for survival data |
risk_binary |
Risk model for binary outcome |
risk_continuous |
Risk model for continuous outcome |
risk_exponential |
Exponential risk model for time to event outcome |
risk_poisson |
Poisson risk model for count outcomes |
risk_weibull |
Weibull risk model for time to event outcome |
sp_locscale |
Fit the semi-parametric location-scale model |
stg |
Compute the standardized total gain |
summarize_bs |
Summarize bootstrap samples |
summary.psdesign |
Summary method for psdesign objects |
TE |
Treatment efficacy contrast functions |
verify_trt |
Check that a variable is suitable for using as binary treatment indicator |
wem_test |
Test for wide effect modification |