From 06fd7d1f8bae3a3acfe9190e8ee9904eabdb5542 Mon Sep 17 00:00:00 2001
From: Martin Monkman <monkmanmh@yahoo.ca>
Date: Wed, 1 May 2019 06:34:05 -0700
Subject: [PATCH] add to style guides, elements & principles of data analysis

---
 02_data_science_defined.Rmd  |  3 +++
 03_data_science_practice.Rmd | 15 ++++++++++++---
 book.bib                     | 15 +++++++++++++++
 3 files changed, 30 insertions(+), 3 deletions(-)

diff --git a/02_data_science_defined.Rmd b/02_data_science_defined.Rmd
index 7741106..c9ff7da 100644
--- a/02_data_science_defined.Rmd
+++ b/02_data_science_defined.Rmd
@@ -82,6 +82,9 @@ Chester Ismay and Albert Y. Kim, 2017-08-02, [An Introduction to Statistical and
 Jonny Brooks-Bartlett (2018-03-28) [Here’s why so many data scientists are leaving their jobs](https://towardsdatascience.com/why-so-many-data-scientists-are-leaving-their-jobs-a1f0329d7ea4) -- a splash of cold water realism in the face
 
 
+Nate Oostendorp (2019-03-01) ["Radical Change Is Coming To Data Science Jobs"](https://www.forbes.com/sites/forbestechcouncil/2019/03/01/radical-change-is-coming-to-data-science-jobs/#5755e19bdfcc), forbes.com
+
+
 ***
 
 ## The skills of data science
diff --git a/03_data_science_practice.Rmd b/03_data_science_practice.Rmd
index af9d980..85861a8 100644
--- a/03_data_science_practice.Rmd
+++ b/03_data_science_practice.Rmd
@@ -16,6 +16,8 @@ How does one approach a statistics or data science project?
 
 Roger Peng, 2018-12-11, ["The Role of Theory in Data Analysis"](https://simplystatistics.org/2018/12/11/the-role-of-theory-in-data-analysis/)
 
+Stephanie C. Hicks and Roger Peng, 2019-03-18, ["Elements and Principles of Data Analysis"](https://arxiv.org/abs/1903.07639v1), arXiv.org [@Hicks_Peng_2019]
+
 
 ### The function of data science: solving business problems
 
@@ -246,14 +248,21 @@ Reproducible Science Workshop, 2015
 
 ## Coding practice
 
+[Coding etiquette](https://ourcodingclub.github.io/2017/04/25/etiquette.html), a guide to writing clear, informative and easy-to-use #RStats code by /@/CodingClub 
+
+
+Joel Lee, 2017-12=22, [The Weirdest Programming Principles You’ve Never Heard Of](https://www.makeuseof.com/tag/weird-programming-principles/)
+
+
+### Style guides for code
+
 Hadley Wickham, [The tidyverse style guide](https://style.tidyverse.org/)
 
 Hadley Wickham, ["Style Guide"](http://adv-r.had.co.nz/Style.html) chapter from [_Advanced R_](http://adv-r.had.co.nz/)
 
-[Coding etiquette](https://ourcodingclub.github.io/2017/04/25/etiquette.html), a guide to writing clear, informative and easy-to-use #RStats code by /@/CodingClub 
+Henrik Bengtsson, [_R Coding Conventions (RCC) - a draft](https://docs.google.com/document/d/1esDVxyWvH8AsX-VJa-8oqWaHLs4stGlIbk8kLc5VlII/edit) (2009)
 
-
-Joel Lee, 2017-12=22, [The Weirdest Programming Principles You’ve Never Heard Of](https://www.makeuseof.com/tag/weird-programming-principles/)
+[_Google's R Style Guide_](https://google.github.io/styleguide/Rguide.xml)
 
 
 ### Version control
diff --git a/book.bib b/book.bib
index 1da0201..73ec26b 100644
--- a/book.bib
+++ b/book.bib
@@ -143,6 +143,21 @@ @Book{Healy_2019
 }
 
 
+@article{Hicks_Peng_2019,
+  title = {Elements and Principles of Data Analysis},
+  author = {Stephanie C. Hicks and Roger D. Peng},
+  year = {2019},
+  journal = {arXiv.org},
+  volume = {},
+  number = {},
+  pages = {},
+  DOI = {},
+  url = {https://arxiv.org/abs/1903.07639v1}
+  }
+
+
+
+
 @Book{Ismay_Kim_2018,
   title = {Modern Dive: An Introduction to Statistical and Data Sciences via R},
   author = {Chester Ismay and