£47.96

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£48 today · all-time low £46 (Sep 2026) · usually £46

Routledge Regression and Machine Learning for Education Sciences Using R

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£51.99 £45.65 £47.04 £48.42 £49.80 £51.18 £52.57 29 July 2026 15 August 2026 01 September 2026 18 September 2026 06 October 2026
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Description
This book provides a conceptual introduction to regression analysis and machine learning and their applications in education research. It discusses their diverse applications, including its role in predicting future events based on the current data or explaining why some phenomena occur. These identified important predictors provide data-based evidence for educational and psychological decision-making. Offering an applications-oriented approach while mapping out fundamental methodological developments, this book lays a sound foundation for understanding essential regression and machine learning concepts for data analytics. The first part of the book discusses regression analysis and provides a sturdy foundation to understand the logic of machine learning. With each chapter, the discussion and development of each statistical concept and data analytical technique is presented from an applied perspective, with the statistical results providing insights into decisions and solutions to problems using R. Based on practical examples, and written in a concise and accessible style, the book is learner-centric and does a remarkable job in breaking down complex concepts. Regression and Machine Learning for Education Sciences Using R is primarily for students or practitioners in education and psychology, although individuals from other related disciplines can also find the book beneficial. The dataset and examples used in the book are from an educational setting, and students will find that this text provides a good preparation ground for studying more statistical and data analytical materials.

Key Features

New Store Stock

Product Specifications
Brand
Routledge
Format
paperback
ASIN
1032510072
Category
Books > Subjects > Biography > Medical, Legal & Social Sciences > Anthropology & Sociology
Domain
Amazon UK
Release Date
01 November 2024
Listed Since
26 April 2024

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