mdbrown Goto Github PK

adv-r

Advanced R programming: a book

aipwmeasures

Estimate measures of predictive accuracy using augmented inverse probability weights for two-phase biomarker validation studies

cv

I didn't leave anything out, I may have added some stuff

electionsimulation

harvarddatascience

Official content for Harvard CS109

interactivegraphics

interimmonitoring

study the effects of interim monitoring on inference for treatment selection biomarkers

learnjavascript

longsurvaccuracymeasures

R package to evaluate partlyconditional models

lpythonthw

Learn python the hard way exercises

mdbrown.github.io

personal website for github projects

musicreco

song recommendations using the MSD taste profile subset

partlyconditional

R package to fit partly conditional Cox and logistic models

powersam_ncc

powersam_sims

simulation study to learn more about the performance of PowerSAM

rcppglimmerex

Example of running code that utilizes Rcpp on glimmer

rmarkdown-website-examples

Examples of R Markdown Websites

rmda

R package to plot decision curves

runningmaps

heatmaps of running routes with STRAVA data

siscr-data-files

Data files for the 2017 SISCR Course Discovering and Evaluating Biomarkers for Guiding Treatment: Methodology for Precision Medicine

siscr_2015_module7

Data and Code for examples in 2015 SISCR.

survaccuracymeasures

estimate accuracy measures for risk prediction markers from survival data

survaccuracymeasures_devel

survcompetingrisk

evaluate the prognostic accuracy of a marker with multiple competing risk events

survmarkertwophase

Evaluate the prognostic accuracy of a marker under two phase designs.

survnri

calculate the net reclassification index (NRI) for survival data

survrpackages

Prospective bio-marker validation with survival data

survtreatmentselection

First thoughts on expanding TreatmentSelection to incorporate time-to-event data

tableviz

visualizations for tables

thedatadad