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Applied Statistical Inference with MINITAB®,Second Edition
Authors: Sally A. Lesik
ISBN-10 书号: 1498779980
ISBN-13 书号: 9781498779982
Edition 版本: 2
Publisher Finelybook 出版日期: 2019-01-02
Pages: 496 pages
5
Book Description
Applied Statistical Inference with MINITAB,Second Edition distinguishes itself from other introductory statistics textbooks by focusing on the applications of statistics without compromising mathematical rigor. It presents the material in a seamless step-by-step approach so that readers are first introduced to a topic,given the details of the underlying mathematical foundations along with a detailed description of how to interpret the findings,and are shown how to use the statistical software program Minitab to perform the same analysis.
Gives readers a solid foundation in how to apply many different statistical methods.
MINITAB is fully integrated throughout the text.
Includes fully worked out examples so students can easily follow the calculations.
Presents many new topics such as one- and two-sample variances,one- and two-sample Poisson rates,and more nonparametric statistics.
Features mostly new exercises as well as the addition of Best Practices sections that describe some common pitfalls and provide some practical advice on statistical inference.
This book is written to be user-friendly for students and practitioners who are not experts in statistics,but who want to gain a solid understanding of basic statistical inference. This book is oriented towards the practical use of statistics. The examples,discussions,and exercises are based on data and scenarios that are common to students in their everyday lives.
Contents
Preface
Acknowledgments
1. Introduction
2. Graphs and Charts
3. Descriptive Representations of Data and Random Variables
4. Statistical Inference for One Sample
5. Statistical Inference for Two-Sample Data
6. Simple Linear Regression
7. More on Simple Linear Regression
8. Multiple Regression Analysis
9. More on Multiple Regression
10. Analysis of Variance(ANOVA)
11. Nonparametric Statistics
12. Two-Way Analysis of Variance and Basic Time Series
Appendix
Index
