Man pages for pda
Privacy-Preserving Distributed Algorithms
| ADAP_data | ADAP simulated data |
| ADAP.derive | ADAP derivatives |
| ADAP.estimate | ADAP surrogate estimation |
| ADAP.initialize | ADAP initialize |
| COLA_covid | COLA simulated data |
| COLA.estimate | PDA COLA estimation |
| cola_glmm | COLA-GLMM |
| COLA.initialize | COLA initialize |
| covid | COVID-19 LOS and mortality data |
| cs | CrabSatellites data |
| dGEM.derive | dGEM hospital-specific effect derivation |
| dGEM.estimate | dGEM standardized event rate estimation |
| dGEM.initialize | dGEM initialize |
| dGEM.synthesize | PDA dGEM synthesize |
| DisC2o.AIPWestimate | DisC2o AIPW estimate of the ATE at each site |
| DisC2o.OMderive | DisC2o_OM derivatives |
| DisC2o.OMestimate | DisC2o outcome model surrogate estimation |
| DisC2o.OMinitialize | DisC2o_OM initialize |
| DisC2o.PSderive | DisC2o_PS derivatives |
| DisC2o.PSestimate | PDA surrogate estimation |
| DisC2o.PSinitialize | DisC2o PS initialize |
| DisC2o.synthesize | DisC2o AIPW estimate of the ATE, synthesizing all sites |
| DLM.estimate | PDA DLM estimation |
| DLM.initialize | DLM initialize |
| DPQL.derive | DPQL derive |
| DPQL.estimate | PDA DPQL estimation |
| DPQL.initialize | DPQL initialize |
| estimatePool | Pooled estimation for COLA-GLM and COLA-GLM-H |
| generate_CSU_site | One-shot site summaries for COLA-GLMM |
| getCloudConfig | gather cloud settings into a list |
| LATTE_ADRD | LATTE simulated data |
| LATTE.estimate | LATTE LATTE.estimate |
| LATTE.initialize | LATTE initialize |
| long_covid | DisC2o simulated data |
| LOS | Length of Stay data |
| lung2 | Lung cancer survival time data |
| make_patterns | Construct binary covariate pattern matrix |
| myglmmPQL | A flexible version of MASS::glmmPQL |
| nominal_data_hetero | ODACATH simulated data with nominal outcome |
| ODACAT.derive | ODACAT derivatives |
| ODACAT.estimate | PDA surrogate estimation |
| ODACATH.derive | ODACATH derivatives |
| ODACATH.estimate | PDA surrogate estimation |
| ODACATH.initialize | ODACATH initialize |
| ODACATH.synthesize | PDA synthesize surrogate estimates from all sites, optional |
| ODACAT.initialize | ODACAT initialize |
| ODACAT_nominal | ODACAT simulated data with nominal outcome |
| ODACAT_ordinal | ODACAT simulated data with ordinal outcome |
| ODACAT.synthesize | PDA synthesize surrogate estimates from all sites, optional |
| ODAC.derive | Generate pda UWZ derivatives |
| ODAC.deriveUWZ | Generate pda UWZ summary statistics before calculating... |
| ODAC.estimate | PDA surrogate estimation |
| odach_cc | ODACH_CC simulated data |
| ODACH_CC.derive | Generate pda derivatives |
| ODACH_CC.estimate | PDA surrogate estimation |
| ODACH_CC.initialize | ODACH_CC initialize |
| ODACH_CC.synthesize | PDA synthesize surrogate estimates from all sites, optional |
| ODAC.initialize | ODAC initialize |
| ODAC.synthesize | PDA synthesize surrogate estimates from all sites, optional |
| ODACT.derive | Generate pda ODACT derivatives |
| ODACT.estimate | PDA ODACT surrogate estimation |
| ODACT.initialize | ODACT initialize |
| ODACT.synthesize | PDA synthesize surrogate estimates from all sites, optional |
| ODAH.derive | ODAH derivatives |
| ODAH.estimate | PDA surrogate estimation |
| ODAH.initialize | ODAH initialize |
| ODAL.derive | ODAL derivatives |
| ODAL.estimate | PDA surrogate estimation |
| ODAL.initialize | ODAL initialize |
| ODAL.synthesize | PDA synthesize surrogate estimates from all sites, optional |
| ODAPB.derive | ODAPB derivatives |
| ODAPB.estimate | PDA surrogate estimation |
| ODAPB.initialize | ODAPB initialize |
| ODAP.derive | ODAP derivatives |
| ODAP.estimate | PDA surrogate estimation |
| ODAP.initialize | ODAP initialize |
| ordinal_data | ODACATH simulated data with ordinal outcome |
| pda | PDA: Privacy-preserving Distributed Algorithm |
| pdaCatalog | use this function to guide end-users step-by-step to identify... |
| pdaGet | Function to download json and return as object |
| pdaList | Function to list available objects |
| pdaPut | Function to upload object to cloud as json |
| pdaSync | pda control synchronize |
| run_pooled_analysis | Function to perform all data processing and pooled stratified... |
