Here below is an archive of my blog posts. Scan here below to skip to the ones you want to see! Click on the little triangles to expand the selection. If you want to jump to my portfolio, click here

Regression Models

• Simple Linear Regression
• Multiple Regression
• Poisson Regression
more
Stepwise Regression (for Logistic Regression)
Basis Function Expansion snippet
Regression with Matrix Algebra in R
Lasso Regression (Model Selection)

Timeseries

• Box Jenkins / Arima (1,1,1)
• Seasonal Arima(12)

Tree Models

• Phylogenetic Trees
• Random Forest
• Recursive Partitioning

Bayesian/Probability Modeling

• Bootstrapping
• Apple iPhone Return Rates
• Discounted Cash Flow Analysis using Monte Carlo
more
Eden Hazard Bayesian Modeling
Dynamic Pricing Model
Probability of Same Initials
Bayesian Sleep Analysis

Web Scraping

• Credit Card/Luhn Algorithm
• Data Collection/Crosstalk
• RSelenium Web Scraping

Other ML Algorithms

• Cluster Comparison
• Market Basket Analysis
• Principal Component Analysis

Misc

• A/B Testing for Web Marketing
• Breakeven Analysis using Shiny
• Alteryx-R Integration
more
Mass Emails using AppScript
Google Maps API through R
Cluster Preview
HR Employee Cost Estimate