mferlic

Mason Ferlic's starred repositories

UMich_Dissertation_Template

University of Michigan Rackham Graduate School Dissertation Template (unofficial)

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geepack

:exclamation: This is a read-only mirror of the CRAN R package repository. geepack — Generalized Estimating Equation Package

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geeM

:exclamation: This is a read-only mirror of the CRAN R package repository. geeM — Solve Generalized Estimating Equations

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The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mean of an outcome under hypothetical treatment strategies specified by the user.

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geex

Framework for estimating parameters and the empirical sandwich covariance matrix from a set of unbiased estimating equations (i.e. M-estimation) in R.

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smarter-weight-loss

This repository contains code for assessing the performance of various classification rules for determining whether a participant offered only an APP-based intervention would be considered an early non-responder.

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smart-figures

SMART design diagrams made in Office are ugly. These are nicer, and fairly easy to modify.

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augsynth

Augmented Synthetic Control Method

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mHealthModeration

Simulation results for "Assessing Time-Varying Causal Effect Moderation in Mobile Health"

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Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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