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

Description

Content: 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 Process Deborah Nolan and Duncan Temple LangA Self-Organizing Dynamic System with a Phase Transition Deborah Nolan and Duncan Temple LangSimulating Blackjack Hadley WickhamData- and Web-Technologies Baseball: Exploring Data in a Relational Database Deborah Nolan and Duncan Temple LangCIA Factbook Mashup Deborah Nolan and Duncan Temple LangExploring Data Science Jobs with Web Scraping and Text Mining Deborah Nolan and Duncan Temple LangIndexExercises appear at the end of most chapters.