R Markdown

Using R MArkdown to demonstrate the properties and usability of multiple regression http://rmarkdown.rstudio.com.

Multivariate regression is a proven and sound prediction technique with a diversity of potential applications. (Asymtotic decomposition, frequency separation, parameter estimation, model building)

The Swiss data

The “Swiss” data is a set of socioeconomic metrics (1888). The data set includes a measure of standardized fertility along other socio-economic indicators for each of 47 French-speaking provinces of Switzerland at about 1888.

require(datasets);data("swiss"); require(GGally);require(ggplot2)
## Loading required package: GGally
## Warning: package 'GGally' was built under R version 3.2.5
## Loading required package: ggplot2
## Warning: package 'ggplot2' was built under R version 3.2.5
g=ggpairs(swiss, lower=list(continuous ="smooth")) 
g

## Including Plots Relationship between Fertility and % of Catholic Population:

Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.