Data Analysis Project Summary

 

This file covers the hyperlinks to most of the data analysis projects that I have completed. (Note: Just right click each hyperlink, select “open link in a new tab” and the data analysis report will show up.)

Projects at San Diego State University

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1.Linear Regression Model (using SAS)

Prediction of NBA free agents’ salary with Linear Model

 

2.Linear Mixed Model

Analysis of Anti-carcinogenic Effect of NCTD with Linear Mixed Model and Nonlinear Mixed Model

 

3.Logistic Regression Model

Analysis of Risk Factors for Fibrocystic Breast Disease with Logistic Regression Model

 

4.Bayesian Analysis of 2015 NBA Players’ Data

Analysis of 2015 NBA players’ Personal Fouls with Linear Rregression Model by both Frequentist and Bayesian Approaches

 

5.Stratified Cox Model

Is Right Heart Catheterization Really Beneficial?

 

6.Randomized Complete Block Design Model (using SAS)

Optimal Chopstick Choice with RCBD

Data Science Specialization (Johns Hopkins U. and Coursera)

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1.Getting and Cleaning Data

Project: Cleaning the UCI HAR Dataset

 

2.Exploratory Data Analysis

Project 1: Analysis of Electric Power consumption with base plotting System

 

Project 2: Analysis of PM2.5 changes with base, latttice and ggplot2 plotting

 

3.Reproducible Research

Project 1: Analysis of Activity monitoring data

 

Project 2: Impact of Weather Events on Population Health and Economic Consequence

 

4.Statistical Inference

Project 1: Simulation of Central Limit Theorem with Exponential Samples

 

Project 2: Analysis of ToothGrowth Data

 

5.Regression Models

Project: Motor Trend Analysis

 

6.Practical Machine Learning (In Progress)

 

7.Developing Data Products

Project 1: Interactive Map of On-boarding Production Hospitals in AZ

 

Project 2: Interactive Time Series Plot of Google Stock Index

 

Project 3: CLT WEB APP (A Shiny Application Built to Verify Central Limit Theorem)

Other Projects

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1.Exploratory and Statistical Analysis of Mother’s Day Survey Data