Linear Regression: An Introduction to Statistical Models (Sage Quantitative Research Kit) - Softcover

Buch 7 von 11: The SAGE Quantitative Research Kit

Martin, Peter

 
9781526424174: Linear Regression: An Introduction to Statistical Models (Sage Quantitative Research Kit)
Softcover
ISBN 10: 1526424177 ISBN 13: 9781526424174
Verlag: SAGE Publications Ltd, 2022

Inhaltsangabe

Part of The SAGE Quantitative Research Kit, this text helps you make the crucial steps towards mastering multivariate analysis of social science data, introducing the fundamental linear and non-linear regression models used in quantitative research. Peter Martin covers both the theory and application of statistical models, and illustrates them with illuminating graphs, discussing:

·       Linear regression, including dummy variablesand predictor transformations for curvilinear relationships

·       Binary, ordinal and multinomial logistic regression models for categorical data

·       Models for count data, including Poisson, negative binomial, and zero-inflated regression

·       Checking model assumptions and the dangers of overfitting

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Über die Autorin bzw. den Autor

Peter Martin worked as a professional civil engineer for over 50 years starting in the days when calculations were carried out with the aid of slide rules and 7-figure log tables. During his career he designed and supervised construction of many bridges and harbour works in the UK and throughout the Far East, SE Asia, and Africa, living in the East with his family for 12 years. He has three grown-up sons and six grandchildren and now lives in a village near Glasgow where he attempts to keep the garden in some sort of order.

Von der hinteren Coverseite

In this engaging and well-illustrated volume of the SAGE Quantitative Research Kit, Peter Martin helps you make the crucial steps towards mastering multivariate analysis of social science data, introducing the fundamental linear and non-linear regression models used in quantitative research. The author covers both the theory and application of statistical models, with the help of illuminating graphs.

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Verlag
SAGE Publications Ltd
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
1526424177
ISBN 13 
9781526424174
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
200
Kontakt zum Hersteller
Sage Publications
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Bulgarien