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Name: Kyle
Type: User
Bio: RNalyst | Health Data Science | Biostatistics | Technical Instruction
Location: New Hampshire, USA
Blog: http://www.rnalyst.me
Kyle's Projects
66daysofdata
Notebooks and code from 66 Days of (Health) Data Challenge
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
misc-stats
Misc stats-related code
old-r-models
R statistical modeling projects including Framingham & Digitalis models
r-cs-course
CS and R Course for Analysts
r-ds
R Data Science & Stats
r-experiments
Basic R test and example models code
statistical-rethinking
R Notebooks created during self-study of Statistical Rethinking course by Richard McElreath, 2022
using-statistics-in-medicine
Colab Notebooks for Use with Using Statistics in Medicine course
weather-risk-adjustment
Using NWS data to risk-adjust emergency department admissions among the homeless
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