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R material for LSHTM's Advanced Statistical Methods in Epidemiology (ASME) practical sessions

r logistic-regression poisson-regression cox-regression cohort-studies lshtm epidemiology statistical-methods

r4asme's Introduction

r4asme

R notebooks translating the LSHTM's "Advanced Statistical Methods in Epidemiology" module practicals from Stata to R with Markdown and tidyverse.

    1. Classical analysis of categorical variables
    1. Review of logistic regression
    1. Conditional logistic regression
    1. Stratifying by time
    1. Poisson rgeression in cohort studies
    1. Cox regression in cohort studies
    1. Further analysis with Cox regression
    1. Analysis of correlated data
    1. Cluster-randomised trials
    1. Analysis of quantitative data
    1. Additive and multiplicative models

Dev team: Andrea Mazzella, Lakmal Mudalige, and Julian Matthewman.

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