mkbwang

Graduate Student at University of Michigan Biostatistics

University of MichiganAnn Arbor, MI, USA

Pinned Repositories

2018-tutorials
MDST Tutorial Series
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531w20
STATS 531 (Winter 2020) ‘Analysis of Time Series’
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ADAPT
Analysis of Microbiome Differential Abundance by Pooling Tobit Models
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ENAR-DataFest
DataFest 2024
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mailman
Mailman's algorithm for matrix multiplication.
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Peers-Web-App
Python and javascript codes for Peers Web app.
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RobustEM
Robust EM Algorithm for fitting Gaussian mixture distributions without disturbance from outliers.
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SEGT
Spatial Evolutionary Game Theory
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Streaming-Data-Anomaly-Detection
This is the class project of VE450 Summer 2019 under cooperation of UM-SJTU Joint Institute and DataPipeline
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fivex
Interactive eQTL visualizations
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mkbwang's Repositories

mkbwang/ADAPT
Analysis of Microbiome Differential Abundance by Pooling Tobit Models
Language:R2 1 00
mkbwang/RobustEM
Robust EM Algorithm for fitting Gaussian mixture distributions without disturbance from outliers.
Language:R1 1 03
mkbwang/SEGT
Spatial Evolutionary Game Theory
Language:Python11
mkbwang/ADAPT_example
The source codes for the simulation studies and real data examples of ADAPT (Analysis of Microbiome Differential Abudance by Pooling Tobit Models).
Language:R0 1 00
mkbwang/ENAR-DataFest
DataFest 2024
Language:R0 1 00
mkbwang/ANCOM-BC-Code-Archive
Data, scripts, and outputs for the Nat. Comm. paper "Analysis of Composition of Microbiomes with Bias Correction"
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mkbwang/ANCOM-Code-Archive
R functions for Analysis of Composition of Microbiomes (ANCOM).
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mkbwang/Bartlett-LRT
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mkbwang/BIOSTAT682-final-project
This repository contains part of the code and training/test data that can illustrate how the Bayesian analysis was done for this project
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mkbwang/BIOSTAT830
Infectious Disease Modeling Fall 2022
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mkbwang/BIOSTAT882
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mkbwang/blockmodels
:exclamation: This is a read-only mirror of the CRAN R package repository. blockmodels — Latent and Stochastic Block Model Estimation by a 'V-EM' Algorithm
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mkbwang/cardioStatsUSA
R Shiny application for exploring 20 years of blood pressure data from NHANES
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mkbwang/Comparison_of_DA_microbiome_methods
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mkbwang/CyTOF-process
Automated Workflow for processing CyTOF data
Language:R
mkbwang/DTHC
Diffusion Tree Hierarchical Clustering
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mkbwang/ECCPaper1
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mkbwang/EEB466
Code for homework of EEB466 at U of Michigan Fall 2021.
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mkbwang/EvolutionInSilico_Current
Winter 2021 Evolution in silico class!
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mkbwang/FingerpaintingFitnessLandscapes.js
Finger Painting Fitness Landscapes, but on the web
mkbwang/KVS-CoDa
Source code of the variable selection for compositional data paper (ICML 2023)
mkbwang/LOCOM
A logistic regression model for testing differential abundance in compositional microbiome data
mkbwang/phegettrial
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mkbwang/pomp
R package for statistical inference using partially observed Markov processes
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mkbwang/Rphenograph
Rphenograph: R implementation of the PhenoGraph algorithm
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mkbwang/scVI
Deep generative modeling for single-cell omics data
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mkbwang/SIMPLI
SIMPLI is a highly configurable pipeline for the analysis of multiplexed imaging data.
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mkbwang/STATCOM-SPH-Marketing
Code Snippets for analyzing the survey results about the feedback to SPH websites.
mkbwang/varselect
A package that carries out forward/backward variable selection for linear regression.
Language:C++1
mkbwang/Vascular-eQTL
Code Repository of eQTL Studies carried out under instructions of Dr. Santhi Ganesh and Dr. Xiang Zhou.
Language:R