TY  - BOOK
AU  - Nolan,Deborah
AU  - Lang,Duncan Temple
TI  - Data science in R: a case studies approach to computational reasoning and problem solving 
T2  - Chapman & Hall/CRC the R series
SN  - 9781482234817
U1  - 000SA.055 23
PY  - 2015///
CY  - Boca Raton
PB  - CRC Press
KW  - R (Computer program language)
KW  - Statistics
KW  - Data processing
N1  - Includes bibliographical references and index; 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 --
6. Pairs trading --
7. Simulation study of a Branching process --
8. A self-organizing dynamic system with a phase transition --
9. Simulating blackjack --
10. Baseball: exploring data in a relational database --
11. CIA Factbook mashup --
12. Exploring data science jobs with web scraping and text mining
N2  - Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving illustrates the details involved in solving real computational problems encountered in data analysis. It reveals the dynamic and iterative process by which data analysts approach a problem and reason about different ways of implementing solutions.
ER  -