R examples

Basic Calculations

Basics
Marix and Vector
Numerical Integration
Prob Calculations

Statistics

Histogram and EDF
LLN and CLT
Goodness-of-Fit
Maximum Likelihood

Prob Model

Sampling
Inverse Method and A-R
MC Integration
MC Integration and AT
Markov Chain
Bonus-Malus
Brownian Motion
VaR and TVaR

Coding

tryCatch()
Date and Time Stamp Manipulation
Global vs Local variable
Auto assign

dplyr/tidyverse

Cheat Sheet
Data Wrangling

Base Plots

Plot
Plot2
Plot3
Hist
3D Plot

ggplot2

Cheat Sheet
Diamonds data
MPG data
Time Series plots
2D countour plot
Case Studies

DiagrammR

Basics

R markdown

Cheat Sheet
s

Graphics Resources

Top 50 plots
R graph callery
R graphics Ex

Resources

R project
R Journal
R Graphical Manual
R Tutorial
R blogger
R seek
R mailing list
Quick-R
Crantastic
R packages

More Resources

Cross Validated
R-tips
R-wiki.jp
How to write C extensions in R - by Lindner, F
Writing R extensions
Shah, Ajay
Aoki, Shigenobu UGunma

Time Series

TS Basic Functions
ts and xts format
Monthly and Annual averages
ARMA
GARCH
ARFIMA generation
LM d estimation
LM lr var convergence
LM lr var convergence 2
LM random field

Quants

Download SPY
Download Indices
Download daily prices
SP500 Daily 2000 to 2015 (SM)

Rs

C

Rs

C

Python

Anaconda
Basics
List
aa
bb

NumPy

Panda

P

Plotly

Basics

Dash

P

P