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Beyond the T-Test

By Pardo, Scott A.

Product Image: Beyond the T-Test

Beyond the T-Test

By Pardo, Scott A.

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Description
This book was inspired by years of questions asked by non-statistical professionals, from social scientists, public policy analysts, regulatory affairs specialists, engineers, and physical scientists. It provides them with both an intuitive explanation of many common statistical methods and enough mathematical background to help them justify those methods to others, such as regulatory agencies. It provides an introduction to commonly used methods that are not covered in a first elementary statistics course, such as partial least squares, MCMC, and neural networks. It also provides R code for making all the computations described in the text. As a textbook, it could be used as a second course in statistics for non-statisticians, in fields such as social sciences, public policy, engineering, chemistry, and physics. Many first-year graduate students have had an elementary statistics course, but were not exposed to enough of the mathematics to justify the application of those methods. Furthermore, they often encounter methods and concepts not touched upon in their first statistics course. This book provides the tools required to give a deeper understanding of statistical methods without being all about theorems and proofs.
Product details
Number of Pages:
312
Release Date:
2025-06-05
Publication Date:
2025-06-05
Publisher:
Springer Nature Switzerland
Languages:
Original: English
ISBN10:
3031844785
ISBN13:
9783031844782
GPSR Manufacturer Reference:
[email protected]
Weight:
633 g
Height:
160 cm
Width:
241 cm
Thickness:
23 cm
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