Introductory statistics : a modelling approach
著者
書誌事項
Introductory statistics : a modelling approach
（Oxford science publications）
Clarendon Press , Oxford University Press, 1995
- : hbk
- : pbk
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注記
Bibliography: p. [205]
Includes index
内容説明・目次
- 巻冊次
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: pbk ISBN 9780198523451
内容説明
Statistics is the study of variability, both systematic and random. Randon variability is most easily described by a histogram and systematic variability by changes in the shape of histograms. A natural way to study these two types of variability is through log linear and logistic models. Once these basic principles of statistical modelling have been grasped by the student, the problem of inference can be introduced through the likelihood function. Common approaches to calibrating the likelihood functions, through significance tests and Bayes theorem are briefly presented. The student is then introduced to more sophisticated statistical models: parametric distributions, classified into three groups, discreet, normal and duration distributions. With this groundwork, linear regression and ANOVA models are introduced as special cases of describing how histograms change. In a final chapter, selected topics in dependent data, from strehastic processes are presented. This book is intended for first introduction to statistics for any student at undergraduate or graduate level; of particular interest to non-mathematicians.
- 巻冊次
-
: hbk ISBN 9780198523468
内容説明
A new approach to teaching introductory statistics which provides practical examples to demonstrate the usefulness of modern statistics in many disciplines. This book assumes little prior knowledge and is therefore accessible to non-mathematicians. It is ideal as a first introduction for students at undergraduate or graduate level.
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