{"product_id":"linear-regression-with-python-a-tutorial-introduction-to-the-mathematics-of-regression-analysis-9781916279186","title":"Linear Regression With Python: A Tutorial Introduction to the Mathematics of Regression Analysis","description":"\u003cp\u003e • Author(s): James V. Stone\u003cbr\u003e • Publisher: Sebtel Press\u003cbr\u003e • Publisher Imprint: Sebtel Press\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - Regression Analysis\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eLinear regression is the workhorse of data analysis. It is the first step, and often the only step, in fitting a simple model to data. This brief book explains the essential mathematics required to understand and apply regression analysis. The tutorial style of writing, accompanied by over 30 diagrams, offers a visually intuitive account of linear regression, including a brief overview of nonlinear and Bayesian regression. Hands-on experience is provided in the form of numerical examples, included as Python code at the end of each chapter, and implemented online as Python and Matlab code. Supported by a comprehensive glossary and tutorial appendices, this book provides an ideal introduction to regression analysis. \u003c\/p\u003e","brand":"Sebtel Press","offers":[{"title":"Paperback","offer_id":45413487902871,"sku":"9781916279186","price":2109.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781916279186.webp?v=1767919280","url":"https:\/\/atlanticbooks.com\/products\/linear-regression-with-python-a-tutorial-introduction-to-the-mathematics-of-regression-analysis-9781916279186","provider":"Atlantic Books","version":"1.0","type":"link"}