Linear Regression With Python: A Tutorial Introduction to the Mathematics of Regression Analysis
Linear 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...
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Linear 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.
- Format:Paperback
- Pages:125 pages
- Publication:2022
- Publisher:
- Edition:
- Language:eng
- ISBN10:191627918X
- ISBN13:9781916279186
- kindle Asin:B0BNJ3F3CP
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