Overview
Work History
Education
Skills
Research
Awards
Projects
Timeline
Generic

Guang Yang

New Haven,CT

Overview

3
3
years of professional experience

Work History

Research Project Currently of Sampling Theory

Sinho Chewi (Assistant Professor at Yale)
New Haven, CT
09.2024 - Current

Structured Logconcave Sampling with a Restricted Gaussian Oracle.

Improved analysis for a proximal algorithm for sampling.

Research Project in Matching Mapping Recovery Rate

07.2024 - Current

Research Project: Matching Map Recovery Problems with unknown number of outliers, to prove some properties of recovery method

Research Project of Statistical Decision Theory

01.2024 - Current

Research Project: Research on Gaussian mixture estimation in high dimensions. The aim is to find the Gaussian Mixture Model properties in dimension k greater than 2.

Summer Research Project

07.2021 - 09.2021
  • Completed literature review on limits, continuity, Epsilon-Delta Proof, and sequences and their applications

Education

Master of Science - Biostatistics

Yale University
New Haven, CT
05.2025

HBSc - Mathematics & Its Applications Specialist (Probability/Statistics)

University of Toronto
06.2023

Skills

  • Python
  • R

Research

Summer Research Project: Frontiers in Applied Mathematics, 07/01/21, 09/30/21, Analyze of Limits and Continuity Using Epsilon-Delta Proof and Sequence in Lower Dimensions and Extensions in Higher Dimensions, Completed literature review on limits, continuity, Epsilon-Delta Proof, and sequences and their applications.

Awards

Dean's List, 2020

Projects

STA457: Time Series Analysis, 01/01/22, 04/30/22, Analysis of U.S. Unemployment Rate 1948-1979, Analyzed U.S. unemployment rate during 1948 and 1979 using seasonal ARIMA model. 

STA305: Experimental Design, 01/01/22, 04/30/22, Evaluation of Ingredients in A Recipe Using Factorial Design, Evaluated the design of a recipe of a traditional dish to study the combination of ingredients for an optimal taste using a 2n factorial design. Evaluated the model using linear models and cube plots. 

STA302: Linear Regression, 09/01/21, 12/31/21, Biomarkers Predicts Brain Area Volumes-a Linear Regression Analysis, Constructed linear model to predict white matter volumes across the brain given biomarker concentration given by open-source data from the ageing population.

Timeline

Research Project Currently of Sampling Theory

Sinho Chewi (Assistant Professor at Yale)
09.2024 - Current

Research Project in Matching Mapping Recovery Rate

07.2024 - Current

Research Project of Statistical Decision Theory

01.2024 - Current

Summer Research Project

07.2021 - 09.2021

Master of Science - Biostatistics

Yale University

HBSc - Mathematics & Its Applications Specialist (Probability/Statistics)

University of Toronto
Guang Yang