Non-Asymptotically Valid and Asymptotically Exact (NAVAE)
Confidence Intervals
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Documentation for package ‘NAVAECI’ version 0.1.1
Help Pages
| .computeTuningParameters_OLS | Compute tuning parameters for the NAVAE confidence interval in the linear regression case |
| as.data.frame.NAVAE_CI_Mean | Print and coerce a NAVAE_CI_Mean object |
| as.data.frame.NAVAE_CI_OLS | Print and coerce a NAVAE_CI_OLS object |
| Navae_ci_mean | Compute NAVAE CI for the expectation based on empirical mean estimator and Berry-Esseen (BE) or Edgeworth Expansions (EE) bounds |
| Navae_ci_ols | Compute NAVAE CI for coefficients of a linear regression based on the OLS estimator and Berry-Esseen (BE) or Edgeworth Expansions (EE) bounds |
| print.NAVAE_CI_Mean | Print and coerce a NAVAE_CI_Mean object |
| print.NAVAE_CI_OLS | Print and coerce a NAVAE_CI_OLS object |
| print.NAVAE_CI_OLS_TuningParameters | Compute tuning parameters for the NAVAE confidence interval in the linear regression case |