{"product_id":"regression-analysis-an-intuitive-guide-for-using-and-interpreting-linear-models-9781735431185","title":"Regression Analysis: An Intuitive Guide for Using and Interpreting Linear Models","description":"\u003cp\u003eLearn regression analysis at a deeper level with guidance written in everyday language \u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eIntuitively 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. \u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eProgress from a beginner to a skilled practitioner ready for real-world applications \u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eAfter 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.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eSelect the correct type of regression analysis.\u003c\/li\u003e\n\u003cli\u003eSpecify the best model and assess how well it fits the data.\u003c\/li\u003e\n\u003cli\u003eInterpret the results.\u003c\/li\u003e\n\u003cli\u003eUnderstand main effects, interaction effects, and modeling curvature.\u003c\/li\u003e\n\u003cli\u003eUse polynomials, data transformations, and weighted least squares.\u003c\/li\u003e\n\u003cli\u003eGenerate predictions and evaluate their precision.\u003c\/li\u003e\n\u003cli\u003eCheck the assumptions and resolve issues.\u003c\/li\u003e\n\u003cli\u003eIdentify and manage unusual observations.\u003c\/li\u003e\n\u003cli\u003eExamples of many regression models and scenarios.\u003c\/li\u003e\n\u003cli\u003eAccess free downloadable datasets so you can work the examples yourself.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003e\u003ci\u003eFrost, Jim:\u003c\/i\u003e\u003c\/b\u003e - Jim 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. In addition to writing books, he has his own statistics website and writes a regular column for the American Society of Quality's Statistics Digest. Find him online at statisticsbyjim.com.","brand":"Statistics by Jim Publishing","offers":[{"title":"Default Title","offer_id":50660249993490,"sku":"9781735431185","price":23.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_34a8cb7e-c706-4ef1-afc6-54fa11a59b18.jpg?v=1733473669","url":"https:\/\/surprise-castle.myshopify.com\/products\/regression-analysis-an-intuitive-guide-for-using-and-interpreting-linear-models-9781735431185","provider":"Surprise Castle","version":"1.0","type":"link"}