Reasoning with Data

Name: Reasoning with Data
Brand: Guilford Publications
Availability: OutOfStock
Rating: 5 (1 reviews)

By Stanton, Jeffrey M

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Description

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.

Product details

Binding:: Paperback
Edition:: 1
Languages:: Original: English
Number of Pages:: 325
Publisher:: Guilford Publications
Publication Date:: 2017-05-22
ISBN / EAN:: 9781462530267
Weight:: 589 g
Dimensions:: 18/25/2 cm
GPSR Manufacturer Reference:: [email protected]

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