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Englisch
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Beschreibung
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, implemented online with Python and Matlab code. Supported by a comprehensive glossary and tutorial appendices, this book is an ideal introduction to 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 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, implemented online with Python and Matlab code. Supported by a comprehensive glossary and tutorial appendices, this book is an ideal introduction to regression analysis.
Über den Autor
James V Stone is an Honorary Associated Professor at the University of Sheffield, UK.
Details
Erscheinungsjahr: | 2022 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Seiten: | 128 |
Reihe: | Tutorial Introductions |
ISBN-13: | 9781916279193 |
ISBN-10: | 1916279198 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: | Stone, James V |
Hersteller: |
Sebtel Press
Tutorial Introductions |
Maße: | 229 x 152 x 8 mm |
Von/Mit: | James V Stone |
Erscheinungsdatum: | 28.01.2022 |
Gewicht: | 0,198 kg |
Über den Autor
James V Stone is an Honorary Associated Professor at the University of Sheffield, UK.
Details
Erscheinungsjahr: | 2022 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Seiten: | 128 |
Reihe: | Tutorial Introductions |
ISBN-13: | 9781916279193 |
ISBN-10: | 1916279198 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: | Stone, James V |
Hersteller: |
Sebtel Press
Tutorial Introductions |
Maße: | 229 x 152 x 8 mm |
Von/Mit: | James V Stone |
Erscheinungsdatum: | 28.01.2022 |
Gewicht: | 0,198 kg |
Warnhinweis