eroicaleo.github.io

Week2

Markdown syntax

Numbered list

  1. ordered list
  2. ordered list 2
  3. ordered list 3

I spend so much time reading [R Bloggers][1] and [Simply Statistics][2]! [1]: http://www.r-bloggers.com/ “R Bloggers” [2]: http://simplystatistics.org/ “Simply Statistics”

New localLinearRegression

first line second line

first line
second line

Reference

[The official markdown documentation][1] [1]: http://daringfireball.net/projects/markdown/syntax [Github’s Markdown Guide][2] [2]: https://help.github.com/articles/github-flavored-markdown

R Markdown

knitr to convert R markdown to markdown, markdown to convert markdown to HTML

The course slides are converted by slidify package

knitr package

Complex/script way to use knitr

library(knitr)
setwd(<working dir>)
knit2html("doc.Rmd")
browseURL("doc.html")

Code chunk can have names

```{r firstchunk}
## R code goes here

If we have some plots, the figure in the generated HTML is base64 encoded. We can easily pass the HTML to others.

If we want to convert table to HTML table, we can use the xtable package.

Global options

```{r setoptions, echo=FALSE}
opt_chunk$set(echo = FALSE, results = "hide")

results = "hide" or asis, which means it original format and not compiled into HTML.

echo = TRUE or FALSE

figure.height = 4.0

figure.width = 4.0

Week3

DOs: Start with something interesting to you, something good science, garbage in garbage out. Set Random number Think about the entire pipeline.

Donts: Do things by hand. Save output