{"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\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\u003cbr\u003e","brand":"Sebtel Press","offers":[{"title":"Default Title","offer_id":50929998397714,"sku":"9781916279186","price":22.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_0616a61d-e143-4229-8aec-d5dff7740c9f.jpg?v=1739060257","url":"https:\/\/surprise-castle.myshopify.com\/products\/linear-regression-with-python-a-tutorial-introduction-to-the-mathematics-of-regression-analysis-9781916279186","provider":"Surprise Castle","version":"1.0","type":"link"}