Reasoning with Data

Name: Reasoning with Data
Brand: Guilford Publications
SKU: 9781462530274
Price: 2025 CZK
Availability: InStock

Autor: Jeffrey M. Stanton

Jazyk:

Vazba: Pevná

Vydavatel: Guilford Publications

Dostupnost: 50 % šance

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Engaging and accessible, this book teaches readers how to use inferential statistical thinking to ch...

Informace o knize

Autor

Jeffrey M. Stanton

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2017

Stránek

325

EAN

9781462530274

ISBN

1462530273

Enbook ID

15175982

Vydavatel

Guilford Publications

Hmotnost

846

Rozměry

178 x 254 x 23

Kompletní popis

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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Reasoning with Data

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