krashr-ds
RNalyst | Health Data Science | Biostatistics | Technical Instruction
@Liquify-AnalyticsNew Hampshire, USA
Pinned Repositories
amiodarone-exposure
OMOP database SQL and python ML project analyzing visits and procedures of patients exposed to amiodarone hydrochloride for longer than 30 days
biostats-sas-r
SAS and R code for Introductory Applied Biostatistics
causal
Learning causal inference models, frameworks, IPTW and causal ML approaches
framingham-ms
Framingham data progressive unidirectional multi-state model using four states: No disease, Hypertension, Cardiovascular disease, and Death (absorbing).
healthcare-sql
OMOP cohort creation SQL
homeless-care
Deidentified code-only excerpts from my masters thesis, using ML to improve tailored care for homeless patients
medicare-analysis
Medicare DeSYNPuf analysis Gamma regression cost modeling & risk adjustment, and multiple factor analysis exposing factors associated with health care spending
R-cs-course
CS and R Course for Analysts
using-statistics-in-medicine
Colab Notebooks for Use with Using Statistics in Medicine course
krashr-ds's Repositories
krashr-ds/biostats-sas-r
SAS and R code for Introductory Applied Biostatistics
krashr-ds/framingham-ms
Framingham data progressive unidirectional multi-state model using four states: No disease, Hypertension, Cardiovascular disease, and Death (absorbing).
krashr-ds/causal
Learning causal inference models, frameworks, IPTW and causal ML approaches
krashr-ds/healthcare-sql
OMOP cohort creation SQL
krashr-ds/66daysofdata
Notebooks and code from 66 Days of (Health) Data Challenge
krashr-ds/amiodarone-exposure
OMOP database SQL and python ML project analyzing visits and procedures of patients exposed to amiodarone hydrochloride for longer than 30 days
krashr-ds/homeless-care
Deidentified code-only excerpts from my masters thesis, using ML to improve tailored care for homeless patients
krashr-ds/medicare-analysis
Medicare DeSYNPuf analysis Gamma regression cost modeling & risk adjustment, and multiple factor analysis exposing factors associated with health care spending
krashr-ds/R-cs-course
CS and R Course for Analysts
krashr-ds/using-statistics-in-medicine
Colab Notebooks for Use with Using Statistics in Medicine course
krashr-ds/misc-stats
Misc stats-related code
krashr-ds/old-r-models
R statistical modeling projects including Framingham & Digitalis models
krashr-ds/R-ds
R Data Science & Stats
krashr-ds/r-experiments
Basic R test and example models code
krashr-ds/statistical-rethinking
R Notebooks created during self-study of Statistical Rethinking course by Richard McElreath, 2022
krashr-ds/weather-risk-adjustment
Using NWS data to risk-adjust emergency department admissions among the homeless