Linear Regression with R Blue Book

umn.edu

https://conservancy.umn.edu/items/3de2f9b4-116f-41…

Linear Regression Using R: An Introduction to Data Modeling, 2nd Edition

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.

libretexts.org

https://batch.libretexts.org/print/Letter/Finished…

Linear Regression Using R - An Introduction to Data Modeling

As a concrete example, we will use real performance data obtained from thousands of measurements of computer systems to develop a regression model using the R statistical software package. You will learn how to develop the model and how to evaluate how well it fits the data.

statology.org

https://www.statology.org/step-by-step-guide-to-li…

Step-by-Step Guide to Linear Regression in R - Statology

This guide will walk you through all the steps to perform a linear regression analysis in R, including data preparation, model construction, validation, and making predictions.

wiley.com

https://onlinelibrary.wiley.com/doi/book/10.1002/9…

Handbook of Regression Analysis With Applications in R

The authors' thorough treatment of "classical" regression analysis in the first edition is complemented here by their discussion of more advanced topics including time-to-event survival data and longitudinal and clustered data.

bookdown.org

https://bookdown.org/jaf005/Data-Analysis-with-R/m…

Chapter 4 Linear Regression | Data Analysis with R - Bookdown

Obtaining and graphing a linear regression model is easy; the subtler part of regression modeling involves assessing the model. If we’re going to use a regression model to make predictions and measure relationships among variables, it’s very important to know how reliable the model actually is.

scribbr.com

https://www.scribbr.com/statistics/linear-regressi…

Linear Regression in R | A Step-by-Step Guide & Examples - Scribbr

To perform linear regression in R, there are 6 main steps. Use our sample data and code to perform simple or multiple regression.

amazon.com

https://www.amazon.com/Linear-Regression-Models-Ap…

Linear Regression Models: Applications in R (Chapman & Hall/CRC ...

The book is aimed primarily at advanced undergraduate and graduate students in social, behavioral, health sciences, and related disciplines, taking a first course in linear regression.

learningstatisticswithr.com

https://learningstatisticswithr.com/book/regressio…

Chapter 15 Linear regression - Learning Statistics with R

The goal in this chapter is to introduce linear regression, the standard tool that statisticians rely on when analysing the relationship between interval scale predictors and interval scale outcomes.

springer.com

https://link.springer.com/book/10.1007/978-3-030-6…

Statistical Regression Modeling with R: Longitudinal and ... - Springer

This book provides a point of reference for commonly used regression methods and their advances in modeling longitudinal and multi-level data structures.

bookauthority.org

https://bookauthority.org/books/best-linear-regres…

8 Linear Regression Books for Mastering Statistical Modeling

The book covers a range of topics from moderation and mediation analysis to regression diagnostics, enriched by concrete examples and software code snippets for SPSS, SAS, and STATA, plus R resources.