Data science in R a case studies approach to computational reasoning and problem solving

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 Sens...

Full description

Bibliographic Details
Other Authors: Nolan, Deborah Ann, 1955- author (author), Lang, David Temple, author
Format: eBook
Language:Inglés
Published: Boca Raton : CRC Press [2015]
Edition:1st edition
Series:Chapman & Hall/CRC the R series (CRC Press)
Subjects:
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628898906719
Table of 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