Man pages for georgieevans/PrivacyUnbiased
Unbiased Estimates from Privacy Protected Data
| betaTilde | Bias Correct OLS |
| betaTildeInt | Bias Correct OLS model with interaction term |
| betaTildeSq | Bias Correct OLS model with squared variable |
| covXX | Estimates Cov(X_k'X_j, X_m'X_l) |
| covXyXX | Estimates Cov(X_k'y, X_j'X_m) |
| covXyXy | Estimates Cov(X_k'y, X_j'y) |
| descriptiveDP | Estimate the first R raw moments |
| diagnosticsDP | DP regression diagnostics |
| distributionDP | Paramaterize distrributions |
| estZIP | Zero Inflated Poisson paramaters |
| estZNB | Zero-Inflated NegBin paramaters |
| genData | Simulate data |
| genData2 | Simulate data 2 |
| lagHerm | Estimate lagged value of column |
| lmdp | OLS differential privacy |
| momentR | Estimate the Rth raw moment |
| paramsNB | NegBin fit |
| paramsNormal | Normal fit |
| paramsPoisson | Poisson fit |
| paramsZINB | Zero-Inflated NegBin fit |
| paramsZIP | Zero-Inflated Poisson fit |
| plotDist | Distribution plots |
| propDP | Proportions variable |
| Rmoments | Estimate the first R raw moments |
| scaledMoments | Estimate the Scaled Moments |
| sigmaSq | Estimates sigma^2 from regression |
| simulateEst | Draw re-sampled estimates |
| summary.lmdp | Summary lmdp |
| varianceBoot | Bootstrap variance |
| varianceMVN | Simulate variance |
| waDP | Weighted average variable |
