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Published 20 hours ago • verified publisher icon pzivich

G-Estimation of Time-varying Treatments

Open pzivich opened this issue 5 years ago • 1 comments

Expansion of #98 to include time-varying variables. More complex to implement. Also can't add until lifelines supports time-varying covariates in AFT models

pzivich avatar Apr 26 '19 18:04 pzivich

Two options with sources for further details here: https://pubmed.ncbi.nlm.nih.gov/19894116-relation-between-three-classes-of-structural-models-for-the-effect-of-a-time-varying-exposure-on-survival/

SNM-AFT numerical solver should be Nelder-Mead SNM-CFT numerical solver should be Newton-Raphson

pzivich avatar Nov 25 '19 23:11 pzivich