William Qian

Projects

Coursework, research, and independent data-science projects.

Simulation Studies on Optimal Experimental Design under Budget Constraints

Simulation Studies on Optimal Experimental Design under Budget Constraints

Simulation StudiesOptimal Experimental Design
GithubReport
Analysis on the Cessation Effect on Smoking among Patients with MDD with the Combination Treatment of Behavioral Activation and Varenicline

Analysis on the Cessation Effect on Smoking among Patients with MDD with the Combination Treatment of Behavioral Activation and Varenicline

Exploratory Data AnalysisLinear Regression Models
GithubReport
Marathon Performance Analysis: Impact of Different Weather Conditions on Runners

Marathon Performance Analysis: Impact of Different Weather Conditions on Runners

Exploratory Data AnalysisLinear Regression ModelsData Visualization
GithubReport
Minimalistic Portfolio Template for Academics: A Modern and Easy Way

Minimalistic Portfolio Template for Academics: A Modern and Easy Way

GithubDemo
Leukemia Cancer Treatment Survival Analysis from a Bayesian Perspective

Leukemia Cancer Treatment Survival Analysis from a Bayesian Perspective

Bayesian Survival AnalysisMCMCCox ModelStan
GithubThesis
A Complete Introduction to ResNet

A Complete Introduction to ResNet

Deep LearningResNetModel Optimization
GithubSite
Opioid Overdose Problems in the United States: Insights from Prescribing & Overdose Death Rates

Opioid Overdose Problems in the United States: Insights from Prescribing & Overdose Death Rates

Data MiningData VisualizationPractical Data Analysis
Report
A Comparative Analysis of Interval Estimation Techniques in Small Sample Research

A Comparative Analysis of Interval Estimation Techniques in Small Sample Research

Wald IntervalAgresti-Coull IntervalSimulation
Report