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Bestseller
BestsellerE-book
Author Lilja, David J.

Title Linear regression using R : an introduction to data modeling / David J Lilja.

Publication Info. Minneapolis, MN : University of Minnesota Libraries Publishing, 2016-
Minneapolis : Open Textbook Library
©2016-

Item Status

Description 1 online resource : illustrations.
Current Frequency Updated irregularly.
Description data file
Physical Medium polychrome
Series Open textbook library
Open Textbook Library.
Bibliography Includes bibliographical references and index.
Contents 1. Introduction -- 2. Understand Your Data -- 3. One-Factor Regression -- 4. Multi-factor Regression -- 5. Predicting Responses -- 6. Reading Data into the R Environment -- 7. Summary -- 8. A Few Things to Try Next.
Summary "Linear Regression Using R: An Introduction to Data Modeling presents one of the fundamental data modeling techniques in an informal tutorial style. Learn how to predict system outputs from measured data using a detailed step-by-step process to develop, train, and test reliable regression models. Key modeling and programming concepts are intuitively described using the R programming language. All of the necessary resources are freely available online."--Open Textbook Library.
System Details Mode of access: World Wide Web.
Local Note Open Educational Resources (OER). Open Textbooks
Open Textbook Library
Subject Mathematical statistics -- Data processing -- Textbooks.
Mathematical statistics -- Data processing.
Genre/Form Textbooks.
Subject R (Computer program language) -- Textbooks.
MATHEMATICS -- Applied.
R (Computer program language)
MATHEMATICS -- Probability & Statistics -- General.
R Programm.
Statistische Analyse.
Matematisk statistik -- databehandling -- handböcker, manualer, etc.
Statistisk metod -- handböcker, manualer, etc.
R (Programm)
Statistische Analyse.
Indexed Term Mathematical statistics Data processing Handbooks, manuals, etc
R (Computer program language) Handbooks, manuals, etc
Genre/Form Electronic books.
Textbooks.
Added Author Open Textbook Library, distributor.
Other Form: spiral bound 9781946135032
ISBN 9781946135001 (ebook)
1946135003 (ebook)
9781946135032 (spiral bound)