Regression.Rmd

---
title: "Regression"
author: "Leo Lahti, Sudarshan Shetty et al. `r Sys.Date()`"
bibliography: 
- bibliography.bib
output:
  BiocStyle::html_document:
    number_sections: no
    toc: yes
    toc_depth: 4
    toc_float: true
    self_contained: true
    thumbnails: true
    lightbox: true
    gallery: true
    use_bookdown: false
    highlight: haddock
---
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## Regression plots

Regression curve with smoothed error bars based on
the [Visually-Weighted Regression](http://www.fight-entropy.com/2012/07/visually-weighted-regression.html) by Solomon M. Hsiang and Felix Schonbrodt's original code](http://www.nicebread.de/visually-weighted-watercolor-plots-new-variants-please-vote/). 

```{r variability-regression, message=FALSE, fig.width=10, fig.height=5, warning=FALSE, dev="CairoPNG"}
library(microbiome)
data(atlas1006)
plot_regression(diversity ~ age, meta(atlas1006))
```