jmiao24

Biostat grad student at UW-Madison. StatGen and ML.

University of Wisconsin-MadisonMadison

Pinned Repositories

IPD
Perform Statistically Valid and Efficient Infernece with Predicted Data (IPD) using State-of-the-art Methods
Language:R00
POP-Inf_analysis
Analysis script in POP-Inf paper
Language:Jupyter Notebook20
POP-TOOLS
Valid and Powerful ML-Assisted Genetic Association Studies
Language:Python00
STATML_JC
Language:HTML00
PIGEON
Polygenic gene-environment (GxE) interactions inference
Language:Python40
POP-TOOLS
Valid and Powerful ML-Assisted Genetic Association Studies
Language:Python52
POPInf
Assumption-Lean and Data-Adaptive Post-Prediction Inference
Language:R10
PRS-DEMO
Train and calculate PRS scores using popular PRS methods.
Language:R20
QUAIL
A unified framework to estimate genetic effects on the variance of quantitative traits
Language:HTML81
X-Wing
Cross-population weighting framework to improve genetic risk prediction in ancestrally diverse populations
Language:R122

jmiao24's Repositories

jmiao24/POP-Inf_analysis
Analysis script in POP-Inf paper
Language:Jupyter Notebook20
jmiao24/IPD
Perform Statistically Valid and Efficient Infernece with Predicted Data (IPD) using State-of-the-art Methods
Language:R00
jmiao24/POP-TOOLS
Valid and Powerful ML-Assisted Genetic Association Studies
Language:Python00
jmiao24/STATML_JC
Language:HTML00