Hua-Zhou/JSM-Julia-Short-Course-2022

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Hua-Zhou/JSM-Julia-Short-Course-2022

Hua-Zhou

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Julia Short Course at JSM 2022 (CE_23C)

SparseReg

Matlab toolbox for sparse regression

TensorReg

Matlab toolbox for tensor regressions

svt

singular value thresholding in Matlab

ConstrainedLasso.jl

Algorithms for fit constrained lasso

aw-area51

configuration and user guide for the Alienware Area 51 desktop

MGLM

MGLM Toolbox for Matlab

Public-Talks

Repository for some of my public talks

Jupyter Notebook

MultiResponseVarianceComponentModels.jl

Multivariate Response Variance Component Models

tensor

tensor toolbox for Matlab

OTSM.jl

algorithms for orthogonal trace sum maximization (OTSM)

Projections.jl

collection of projection operators

ClinicalTrialOptm.jl

optimization for global clinical trial design

PanelCountData.jl

project for panel count model

NGPP.jl

Nearest-Neighbor Gaussian process (NGPP)

Jupyter Notebook

SGSC2017Colorado

Lectures for Statistical Genetics Short Course, Sep 18-22

Jupyter Notebook

CornucopiaMLE

code for reproducing the MLE examples in the manuscript `A Cornucopia of Maximum Likelihood Algorithms` by Lange and Zhou

IntervalCensoredEventTimes.jl

JuliaBouquetMLE

Julia's Bouquet of MLE Examples

JSM2018-CE18C

Short course "Julia Meets Mendel: Algorithms and Software for Modern Genomic Data" at 2018 Joint Statistical Meeting (JSM)

GLMCopula.jl

a flexible copula-like distribution For GLM

Hua-Zhou