Arch-Data-Science

Data science toolkit for Arch and Arch-based system here.

Useful INLA hints

Here is a list of useful INLA resources:

1. Integrated Nested Laplace Approximation (INLA) for (generalized) linear models
2. R-INLA FAQ
3. Linear regression using INLA 

Scraping HTML tables

A few useful examples:

1. http://bradleyboehmke.github.io/2015/12/scraping-html-tables.html
2. http://blog.rstudio.com/2014/11/24/rvest-easy-web-scraping-with-r/

Advanced graphics using ggplot2

Here are a list of good resources:

1. Top 50 ggplot2 Visualizations - The Master List (With Full R Code)
2. ggplot2 extensions
3. ggthemes

Exploring Minard's 1812 plot with ggplot2

Very cool post.

How to get county FIPS from state and place names

This post demonstrates how to use the acs package to extract county FIPS from arbitrary combination of state and city names.

For Stata users, the geoinpoly package can extract FIPS from a combination of latitude and longitude coordinates.

Bayesian Basics

Useful post.

Free journal articles on Bayesian analysis

Some of them are quite useful.

NetLogoR

NetLogoR is the first serious ABS system implemented in pure R language, and it is based on the proven NetLogo framework.