Learn regression analysis at a deeper level with guidance written in everyday language!Intuitively understand regression analysis by focusing on concepts and graphs rather than equations. Learn practical tips for modeling your data and interpreting the results. Feel confident that you're analyzing your data properly and able to trust your results. Know that you can detect and correct problems that arise.Progress from a beginner to a skilled practitioner ready for real-world applications!After an overview of how regression works and why to use it, the book covers a range of topics, including specifying and assessing models, practical applications, types of effects, statistical significance, predictions, and an array of problem-solving techniques. Contains practical and analytical guidance.Select the correct type of regression analysis.Specify the best model and assess how well it fits the data.Interpret the results.Understand main effects, interaction effects, and modeling curvature.Use polynomials, data transformations, and weighted least squares.Generate predictions and evaluate their precision.Check the assumptions and resolve issues.Identify and manage unusual observations.Examples of many regression models and scenarios.Access free downloadable datasets so you can work the examples yourself.About the AuthorJim Frost has extensive experience using statistical analysis in academic research and consulting projects. He’s been performing statistical analysis on-the-job for over 20 years. For 10 of those years, he was a statistical software company helping others make the most out of their data. Jim loves sharing the joy of statistics. To help with this process, he has his own website and writes a regular column for the American Society of Quality's Statistics Digest.
✔ Author(s): Jim Frost
✔ Title: Regression Analysis: An Intuitive Guide for Using and Interpreting Linear Models
✔ Rating : 4.6 out of 5 base on (183 reviews)
✔ ISBN-10: 1735431184
✔ ISBN-13: 9781735431185
✔ Language: English
✔ Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
✔ Device compatibles: Android, iOS, PC and Amazon Kindle
Readers' opinions about Regression Analysis by Jim Frost
Elaine Leonard
I'm still in awe of the intricate plot and the way everything seamlessly came together. The twists kept me guessing until the very end. It's one of those rare books that leave a lasting impact.
Josephine Alvarez
The author's writing style is so captivating; I couldn't put the book down. Every sentence was beautifully crafted, and the descriptions painted vivid images in my mind. A true literary gem.
Tasha Cobbett
The plot was incredibly well-crafted, with twists and turns that kept me hooked until the very last page. It was impossible to predict what would happen next.
