SMLG (Statistical Machine Learning Group) Discussion Forum
Changwon Yoo, S.M., Ph.D., PI
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Welcome
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Bayesian Networks
Regression Analyses
BDe Scoring Module
Ordering Search of Structures in Bayesian Networks
Learning Conditional Independence Distributions
Gibbs Sampling
Dot to XDSL
Dataset Counts in Tree Structure
Bayesian Markov Imputation
Brain Tumor
Dataset Cleaning
Glioblastoma and NRF1 regulating genes using Causal Bayesian Networks
BPH
Others
Breast Cancer
Hypertension
SEER Data
NHANES Data
Omics Data
DREAM Project
Melanoma
Alzheimer
Osteolytic metastatic bone
Relaxin
Retinal Detachment
QOL & Diabetic Retinopathy
Aging
Zinc
Servers
Server related tools
Operating System Commands
Web page
Useful Tools for Implementation
Document Revision Control
SMILE Library
C++ Programming Language
Boost C++ library
Useful Tools for Statistical Analyses
R
Bayesian Networks in R
SPSS
GeNIe
Banjo
R package for Bayesian network structure learning (BNlearn)
PEBL
SAMIAM
Bene
R package for Bayesian Inference for DAG (BiDAG)
ARACNE
Online Pathway Tools
Implemented Classes/Modules/Programs Documentation
How to run scripts/programs
Classes
API Modules
Brain Tumor
Latent Variable Statistical Methods
Alzheimer's Disease
BPH
Others
Breast Cancer
Bone, Brain, and Lung Metastasis of Breast Cancer
Class Projects / Abstracts / Conference Proceedings
Conference Proceedings
Class Projects
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