Mathematical statistics / Dieter Rasch, Dieter Schott.

Format:

Book

Author/Creator:

Rasch, Dieter, author.

Schott, Dieter (Mathematician), author.

Language:

English

Subjects (All):

Mathematical statistics.

Physical Description:

1 online resource (839 pages) : illustrations

Edition:

1st edition

Place of Publication:

Hoboken, New Jersey : Wiley, [2018]

System Details:

text file

Summary:

Explores mathematical statistics in its entirety—from the fundamentals to modern methods This book introduces readers to point estimation, confidence intervals, and statistical tests. Based on the general theory of linear models, it provides an in-depth overview of the following: analysis of variance (ANOVA) for models with fixed, random, and mixed effects; regression analysis is also first presented for linear models with fixed, random, and mixed effects before being expanded to nonlinear models; statistical multi-decision problems like statistical selection procedures (Bechhofer and Gupta) and sequential tests; and design of experiments from a mathematical-statistical point of view. Most analysis methods have been supplemented by formulae for minimal sample sizes. The chapters also contain exercises with hints for solutions. Translated from the successful German text, Mathematical Statistics requires knowledge of probability theory (combinatorics, probability distributions, functions and sequences of random variables), which is typically taught in the earlier semesters of scientific and mathematical study courses. It teaches readers all about statistical analysis and covers the design of experiments. The book also describes optimal allocation in the chapters on regression analysis. Additionally, it features a chapter devoted solely to experimental designs. Classroom-tested with exercises included Practice-oriented (taken from day-to-day statistical work of the authors) Includes further studies including design of experiments and sample sizing Presents and uses IBM SPSS Statistics 24 for practical calculations of data Mathematical Statistics is a recommended text for advanced students and practitioners of math, probability, and statistics.

Notes:

Publication date from resource description page (viewed April 18, 2018).

Includes bibliographical references and index.

Description based on print version record.

ISBN:

9781119385264

1119385261

9781119385233

1119385237

9781119385295

1119385296

OCLC:

1031706576