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A Whistle-Stop Tour of Statistics

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Front Cover; Dedication; Table of Content; Preface; 1. Some Basics and Describing Data; 2. Probability; 3. Estimation; 4. Inference; 5. Analysis of Variance Models; 6. Linear Regression Models; 7. Logistic Regression and the Generalized Linear Model; 8. Survival Analysis; 9. Longitudinal Data and Their Analysis; 10. Multivariate Data and Their Analysis.

Abstract: Front Cover; Dedication; Table of Content; Preface; 1. Some Basics and Describing Data; 2. Probability; 3. Estimation; 4. Inference; 5. Analysis of Variance Models; 6. Linear Regression Models; 7. Logistic Regression and the Generalized Linear Model; 8. Survival Analysis; 9. Longitudinal Data and Their Analysis; 10. Multivariate Data and Their Analysis.

""I think that Everitt has been quite successful. All the standard topics, such as probability, estimation, hypothesis testing, analysis of variance, and regression, are discussed. The discussion is short, to the point, readable, and reliable. In addition, there are the more 'advanced' topics of logistic regression, survival analysis, longitudinal data analysis, and multivariate analysis, thus providing the reader with a short introduction to a wide array of the methods in the statistical arsenal without getting bogged down in detail. ... a brief, but good, introduction to statistics. ... excellen

Author(s): Everitt, Brian S
Series: EBL-Schweitzer
Edition: Online-Ausg
Publisher: CRC Press
Year: 2011

Language: English
Pages: 206
City: Hoboken
Tags: Математика;Теория вероятностей и математическая статистика;