bcjaeger
Assistant professor of biostatistics and data science.
Wake Forest School of MedicineWinston-Salem
Pinned Repositories
bimm
A package to fit BIMM models; still in early development stage
Imputation-and-CV
When to impute if imputation is unsupervised?
melodem-apoe4-het
Workshop and collaborative manuscript
obliqueRSF
Oblique random survival forest (ORSFs) are ensembles for right-censured survival data that use linear combinations of input variables to recursively partition a set of training data. Regularized Cox proportional hazard models identify optimal linear combinations of input variables in each recursive partitioning step while building survival trees.
PooledCohort
Computes predicted risk for atherosclerotic cardiovascular disease.
r2glmm
An R package for computation of model R squared and semi-partial R squared (with confidence limits) in linear and generalized linear mixed models
seminar-git
Slides to introduce git and GitHub
table.glue
Number rounding and formatting assistance
cardioStatsUSA
R Shiny application for exploring 20 years of blood pressure data from NHANES
aorsf
Accelerated Oblique Random Survival Forests
bcjaeger's Repositories
bcjaeger/Imputation-and-CV
When to impute if imputation is unsupervised?
bcjaeger/NHANES-starter-kit
drake project with starter code to download and clean continuous NHANES data from 1999 - 2018.
bcjaeger/ACC-AHA-BP-guideline-groups
Predicted cardiovascular risk for US adults with diabetes, chronic kidney disease, and 65+ years of age
bcjaeger/american_gut_ML
bcjaeger/Covid19-Maps
leaflet showing covid-19 cases
bcjaeger/cric-ascvd-risk-prediction
bcjaeger/follow-up-and-ML
bcjaeger/LDL-imputation
Analysis of LDL in NHANES. Which imputation techniques do better at imputing missing values?
bcjaeger/length-of-stay
bcjaeger/number-and-timing-of-ABPM
Analysis code for the manuscript, "Number and Timing of Ambulatory Blood Pressure Measurements"
bcjaeger/atcursor
Get the thing at the cursor using rstudioapi
bcjaeger/cleanRbp
Cleaner Blood Pressure Data
bcjaeger/FEV1-variability
bcjaeger/fnmate
A function definition generator.
bcjaeger/git-seminar-helper
A helpful repository for someone who is making a git seminar
bcjaeger/graft-loss
bcjaeger/hormesis
bcjaeger/INTERMACS-imputation-ML
This project mimics INTERMACS-missing-data, but it uses synthetic data rather than real data.
bcjaeger/INTERMACS-missing-data
Comparing different strategies to impute missing values before making prediction models
bcjaeger/ipa
imputation for predictive analytics (ipa)
bcjaeger/MB_R21_diabetes_subgroups
power calculations for R21 submission
bcjaeger/mice
Multivariate Imputation by Chained Equations
bcjaeger/miceRanger
miceRanger: Fast Imputation with Random Forests in R
bcjaeger/seminar---obliqueRSF
A 20m presentation showing the concepts behind oblique random survival forest and some of its recent applications.
bcjaeger/table.glue-seminar
bcjaeger/temp
bcjaeger/temporary
temporary repo to teach drake
bcjaeger/tmp2
bcjaeger/VHA-BP-trends-ACCAHA
bcjaeger/website
A course website for BST-680