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Reasoning with Data

Language EnglishEnglish
Book Hardback
Book Reasoning with Data Jeffrey M. Stanton
Libristo code: 15175982
Publishers Guilford Publications, May 2017
Engaging and accessible, this book teaches readers how to use inferential statistical thinking to ch... Full description
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Engaging and accessible, this book teaches readers how to use inferential statistical thinking to check their assumptions, assess evidence about their beliefs, and avoid overinterpreting results that may look more promising than they really are. It provides step-by-step guidance for using both classical (frequentist) and Bayesian approaches to inference. Statistical techniques covered side by side from both frequentist and Bayesian approaches include hypothesis testing, replication, analysis of variance, calculation of effect sizes, regression, time series analysis, and more. Students also get a complete introduction to the open-source R programming language and its key packages. Throughout the text, simple commands in R demonstrate essential data analysis skills using real-data examples. The companion website provides annotated R code for the book''s examples, in-class exercises, supplemental reading lists, and links to online videos, interactive materials, and other resources.

Pedagogical Features:
*Playful, conversational style and gradual approach; suitable for students without strong math backgrounds.
*End-of-chapter exercises based on real data supplied in the free R package.
*Technical Explanation and Equation/Output boxes.
*Appendices on how to install R and work with the sample datasets.

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About the book

Full name Reasoning with Data
Language English
Binding Book - Hardback
Date of issue 2017
Number of pages 325
EAN 9781462530274
ISBN 1462530273
Libristo code 15175982
Weight 846
Dimensions 178 x 254 x 23
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