Regression Analysis: An Intuitive Guide for Using and Interpreting Linear Models

Description: Regression Analysis by Frost BONUS! Hardcover edition contains a 42-page bonus chapter! Other Multivariate MethodsLearn 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 youre 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. FORMAT Hardcover CONDITION Brand New Author Biography Jim Frost has extensive experience using statistical analysis in academic research and consulting projects. Hes been performing statistical analysis on-the-job for over 20 years. For 10 of those years, he was at a statistical software company helping others make the most out of their data. Jim loves sharing the joy of statistics. In addition to writing books, he has his own statistics website and writes a regular column for the American Society of Qualitys Statistics Digest. Find him online at statisticsbyjim.com. Details ISBN Author Frost Pages 406 Publisher Statistics by Jim Publishing Year 2024 ISBN-13 9798991193573 Format Hardcover Publication Date 2024-09-22 Imprint Statistics by Jim Publishing Subtitle An Intuitive Guide for Using and Interpreting Linear Models Audience General We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:168305132;

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