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Reasoning with Data
Language
English
English
Book
Hardback
Engaging and accessible, this book teaches readers how to use inferential statistical thinking to ch...
Full description
Libristo code: 15175982
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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.
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
Author
Jeffrey M. Stanton
Language
English
English
Binding
Book - Hardback
Date of issue
2017
Number of pages
325
EAN
9781462530274
ISBN
1462530273
Libristo code
15175982
Publishers
Guilford Publications
Weight
846
Dimensions
178 x 254 x 23
Categories
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