Stephen C.Loftus
Basic Statistics with R: Reaching Decisions with Data
Basic Statistics with R: Reaching Decisions with Data
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Basic Statistics with R: Reaching Decisions with Data teaches students how to use data for results by covering data collection, exploratory analyses, probability, and statistical inference. It uses real-data from various fields and provides a gentle introduction to coding in R.
Format: Paperback / softback
Length: 304 pages
Publication date: 30 June 2021
Publisher: Elsevier Science Publishing Co Inc
Reaching Decisions with Data, a comprehensive guide to Basic Statistics with R, delves into the intricate processes involved in utilizing data for meaningful outcomes. Spanning various chapters, the book explores the crucial aspects of data collection, encompassing exploratory analyses such as visual graphs, numerical summaries, and the examination of relationships between variables. It introduces fundamental concepts of probability and statistical inference, including hypothesis testing and confidence intervals. By presenting all topics through real-world examples drawn from diverse fields like economics, biology, political science, and sports, the book fosters a deep connection between statistics and students' individual fields of interest. Moreover, it serves as a gentle introduction to coding, guiding students through the use of the statistical language and software R. Through hands-on exercises, students learn to load data, calculate summary statistics, create graphs, and perform statistical inference using R on both Windows and Macintosh machines. This comprehensive approach equips students with the skills and knowledge necessary to effectively harness the power of data and make informed decisions based on empirical evidence.
Weight: 494g
Dimension: 149 x 226 x 26 (mm)
ISBN-13: 9780128207888
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