R programming tutorials (R program 101)

For those who visit this site first, I would encourage you to look at my posts in this order. This site is for MBA or business students who are eager to learn R.

R tutorial (1) - Data types, iterations
R tutorial (2) - Logical control, File Read/Write, String manipulation
R tutorial (3) - Data frame manipulation (merge, delete row/column), Basic statistics (Mean, Median, ...), Basic graph

I want to minimize the introduction as I believe that the solving actual problems helps you more learn new computer languages.

[More than tutorial? Basic, Solver & Graph]

How to calculate Black-Scholes formula in R (Simple! with basic functions. It's a video!)
NPV (Net Present Value)
IRR (Internal Rate of Return) - How to replicate Excel Solver function in a single variable
Bond Duration - how to manipulate the data frame in depth
Annuity (Mortgage) - Learning about drawing graph in R
Getting data from the internet (Libor)
How to read Google Sheet on R - share your data with your co-worker.

[Statistics]

Histogram on Stock volatility - Histogram on single variables
Use Multiple Histogram - Histogram on multiple variables
Single Regression (What is the relationship between WTI Crude and Exxon equity)
Stock risk-returns in 2015
Muti Regression (The relationship between Exxon Mobil and WTI/Gas/S&P)

[Advanced]


Draw CAPM in R

Binomial Option Pricing

Binomial Option Pricing (2) - How do we represent tree-like structure in R

[Machine Learning / Data Mining]

Introduction to Machine Learning
K-nearest Analysis
Classification Tree
Naive Bayes
Association Rules (1) - The relationship between selling beer and selling diapers

[Data Science Framework]