*Take $10 off when you spend $50+! Use code NEWYEAR10. Ends Mon 5 Jan. T&Cs apply.
Track My Order
Help Centre
Likes
My Wish ListsLogin / Join
Booktopia
Australia's local bookstore
Get Free Shipping on orders over $79
Statistical Learning from a Regression Perspective : Springer Texts in Statistics - Richard A. Berk

Statistical Learning from a Regression Perspective

By: Richard A. Berk

eText | 26 October 2016 | Edition Number 2

At a Glance

eText

$99.00

or 4 interest-free payments of $24.75 with

 or 

Instant online reading in your Booktopia eTextbook Library *

Why choose an eTextbook?

Instant Access *

Purchase and read your book immediately

Read Aloud

Listen and follow along as Bookshelf reads to you

Study Tools

Built-in study tools like highlights and more

* eTextbooks are not downloadable to your eReader or an app and can be accessed via web browsers only. You must be connected to the internet and have no technical issues with your device or browser that could prevent the eTextbook from operating.

This textbook considers statistical learning applications when interest centers on the conditional distribution of the response variable, given a set of predictors, and when it is important to characterize how the predictors are related to the response.

This fully revised new edition includes important developments over the past 8 years. Consistent with modern data analytics, it emphasizes that a proper statistical learning data analysis derives from sound data collection, intelligent data management, appropriate statistical procedures, and an accessible interpretation of results. As in the first edition, a unifying theme is supervised learning that can be treated as a form of regression analysis. Key concepts and procedures are illustrated with real applications, especially those with practical implications.

The material is written for upper undergraduate level and graduate students in the social and life sciences and for researchers who want to apply statistical learning procedures to scientific and policy problems. The author uses this book in a course on modern regression for the social, behavioral, and biological sciences. All of the analyses included are done in R with code routinely provided.

on
Desktop
Tablet
Mobile

You Can Find This eBook In

Non-FictionMathematicsProbability & StatisticsSociology & AnthropologySociologySocial Research & StatisticsMedicineMedicine in GeneralPublic Health & Preventive MedicinePsychologyPsychological MethodologyApplied Mathematics
Stochastics

Other Editions and Formats

ePUB

Published: 29th June 2020

Instant online reading in your Booktopia eTextbook Library *

View Product
Hardcover

Published: 30th June 2020

View Product
Paperback

Published: 16th June 2018

View Product
Paperback

Published: 30th June 2021

View Product

More in Probability & Statistics

untitled - TBC ANZ

eBOOK

untitled

eBook

$31.99

This product is categorised by