Franklin

Data science in R : a case studies approach to computational reasoning and problem solving / Deborah Nolan, University of California, Berkeley USA, Duncan Temple Lang, University of California, Davis USA.

Author/Creator:
Nolan, Deborah, author.
Other Title:
Case studies approach to computational reasoning and problem solving
Edition:
1st edition
Publication:
Boca Raton, Florida : CRC Press, 2015.
Series:
Chapman & Hall/CRC the R series (CRC Press)
Chapman & Hall/CRC The R Series
Chapman & Hall Book
Format/Description:
Book
1 online resource (533 p.)
Subjects:
R (Computer program language)
Statistics -- Data processing.
Form/Genre:
Electronic books.
Language:
English
System Details:
text file
Summary:
Data Manipulation and Modeling Predicting Location via Indoor Positioning Systems Deborah Nolan and Duncan Temple LangModeling Runners' Times in the Cherry Blossom Race Daniel Kaplan and Deborah NolanUsing Statistics to Identify Spam Deborah Nolan and Duncan Temple LangProcessing Robot and Sensor Log Files: Seeking a Circular Target Samuel E. Buttrey, Timothy H. Chung, James N. Eagle, and Duncan W. Temple LangStrategies for Analyzing a 12 Gigabyte Data Set: Airline Flight Delays Michael KaneSimulation Studies Pairs Trading Cari Kaufman and Duncan Temple LangSimulation Study of a Branching Proc
Contents:
Cover; Dedication; Contents; Preface; Acknowledgments; Authors; Co-Authors; Part I: Data Manipulation and Modeling; 1: Predicting Location via Indoor Positioning Systems; 2: Modeling Runners' Times in the Cherry Blossom Race; 3: Using Statistics to Identify Spam; 4: Processing Robot and Sensor Log Files: Seeking a Circular Target; 5: Strategies for Analyzing a 12-Gigabyte Data Set: Airline Flight Delays; Part II: Simulation Studies; 6: Pairs Trading; 7: Simulation Study of a Branching Process; 8: A Self-Organizing Dynamic System with a Phase Transition; 9: Simulating Blackjack
Part III: Data and Web Technologies10: Baseball: Exploring Data in a Relational Database; 11: CIA Factbook Mashup; 12: Exploring Data Science Jobs with Web Scraping and Text Mining; Colophon
Notes:
Description based upon print version of record.
Includes bibliographical references at the end of each chapters.
Description based on online resource; title from PDF title page (ebrary, viewed April 14, 2015).
Contributor:
Lang, Duncan Temple, author.
ISBN:
1-4987-5987-4
0-429-17253-2
1-138-46929-7
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