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A course project of Multivariate Statistical Analysis using multivariate multiple regression and clustering analysis

algs4

Algorithms, 4th edition textbook code and libraries

data-analysis

Data Analysis for Economics

gitexample

toy git practice of STAT605 course

happiness-of-countries-around-the-world

A course project of Multivariate Statistical Analysis. A study of common characteristics countries famous of happiness and the factors that matter using PCA, clustering analysis and some data visualization skills.

hello-world

immigration-vs-unemployment

A course project on Econometrics. A study on the correlation between immigration and unemployment.

massivedatasetmining

A final project of Stat 605

movie-ranking-list

A course project of Mathematical Statistics (Undergraduate level)

nlp-project-on-yelp-data

STAT 628 course project about NLP on Yelp data.

pythonpractices

seat-strategy-project

A course project of Game theory; Study a game process between a professor who wants to choose a active responser and students who have different utilities with different preference in a class. This project simulates the game process and write the utilities formulas explicitly by a mathematical model. Two Nash equilibriums are found.

sta-663-2018

stat628module2-bodyfatcalulator

This project analyzes the body fat data using statistical models. The goal is to estimate percentage of body fat using clinically available measurements. A Shiny App is also designed for better illustration.

stat679coursenotes

Course notes for STAT679

why-do-different-problems-need-different-classifiers

A course proj about Statistical Learning; Try to explain the different applications, and pros and cons of different kinds of classifiers to who has an introductory statistical understanding