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guhjy's Projects

minipkg icon minipkg

Mini R package for reproducible examples

miselect icon miselect

Variable Selection for Multiply Imputed Data

missingness_dag icon missingness_dag

Simulation code for the paper "Canonical causal diagrams to guide the treatment of missing data in epidemiological studies"

mixed-models-snippets icon mixed-models-snippets

This repository collects various small code snippets or short instructions on how to use or define specific mixed models, mostly with packages lme4 and glmmTMB.

mixturereg icon mixturereg

R package to fit mixture of linear regressions.

mlbayesopt icon mlbayesopt

R package to tune parameters of machine learning(Support Vector Machine, Random Forest, and Xgboost), using bayesian optimization with gaussian process

mlnotes icon mlnotes

Very concise notes on machine learning and statistics.

mlpipeline icon mlpipeline

Machine Learning pipeline: A framework for constructing several machine learning supervised learning models from raw data

mlrmbo icon mlrmbo

Toolbox for Bayesian Optimization and Model-Based Optimization in R

mlvizstats icon mlvizstats

Visualizing machine learning models with statistical details

modeler icon modeler

R Package for Exploratory Data Analysis

modelr-1 icon modelr-1

Natural-feeling domain-specific language for building PLS structural equation models

modelsampler icon modelsampler

A unique tool for variable selection and model exploration in linear regression model

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