Report Writing for Data Science in R by Peng, Roger [Paperback]

Description: 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.

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EAN: 9781329733640

UPC: 9781329733640

ISBN: 9781329733640

MPN: N/A

Book Title: Report Writing for Data Science in R by Peng, Roge

Item Length: 22.9 cm

Item Weight: 0.21 kg

Publisher: Lulu.Com

Item Height: 229 mm

Subject: Engineering & Technology

Publication Year: 2015

Number of Pages: 128 Pages

Publication Name: Report Writing for Data Science in R

Language: English

Type: Textbook

Author: Roger Peng

Item Width: 152 mm

Format: Paperback