Report Writing for Data Science in R

Report Writing for Data Science in R
Author :
Publisher : Lulu.com
Total Pages : 130
Release :
ISBN-10 : 9781329733640
ISBN-13 : 1329733649
Rating : 4/5 (40 Downloads)

Book Synopsis Report Writing for Data Science in R by : Roger Peng

Download or read book Report Writing for Data Science in R written by Roger Peng and published by Lulu.com. This book was released on 2015-12-03 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book teaches the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducibility is the idea that data analyses should be published or made available with their data and software code so that others may verify the findings and build upon them. The need for reproducible report writing is increasing dramatically as data analyses become more complex, involving larger datasets and more sophisticated computations. Reproducibility allows for people to focus on the actual content of a data analysis, rather than on superficial details reported in a written summary. In addition, reproducibility makes an analysis more useful to others because the data and code that actually conducted the analysis are available. This book will focus on literate statistical analysis tools which allow one to publish data analyses in a single document that allows others to easily execute the same analysis to obtain the same results.


Report Writing for Data Science in R Related Books

Report Writing for Data Science in R
Language: en
Pages: 130
Authors: Roger Peng
Categories: Computers
Type: BOOK - Published: 2015-12-03 - Publisher: Lulu.com

DOWNLOAD EBOOK

This book teaches the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducibility is the idea that data analyses should b
R for Data Science
Language: en
Pages: 521
Authors: Hadley Wickham
Categories: Computers
Type: BOOK - Published: 2016-12-12 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R pac
R Programming for Data Science
Language: en
Pages: 0
Authors: Roger D. Peng
Categories: R (Computer program language)
Type: BOOK - Published: 2012-04-19 - Publisher:

DOWNLOAD EBOOK

Data science has taken the world by storm. Every field of study and area of business has been affected as people increasingly realize the value of the incredibl
R Markdown
Language: en
Pages: 307
Authors: Yihui Xie
Categories: Mathematics
Type: BOOK - Published: 2018-07-27 - Publisher: CRC Press

DOWNLOAD EBOOK

R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to t
Beginning Data Science in R
Language: en
Pages: 369
Authors: Thomas Mailund
Categories: Computers
Type: BOOK - Published: 2017-03-09 - Publisher: Apress

DOWNLOAD EBOOK

Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. This book teaches you