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Applied statistical inference with MINITAB

Author: Sally A Lesik
Publisher: Boca Raton : CRC Press, ©2010.
Series: Statistics, textbooks and monographs.
Edition/Format:   Print book : CD for computer   Computer File : EnglishView all editions and formats
Summary:
"Through clear, step-by-step mathematical calculations, Applied Statistical Inference with MINITAB provides a solid understanding of how to apply statistical techniques using a statistical software program. It focuses on the concepts of confidence intervals, hypothesis testing, validating model assumptions, and power analysis." "After introducing some common terminology, the author explains how to create simple  Read more...
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Document Type: Book, Computer File
All Authors / Contributors: Sally A Lesik
ISBN: 9781420065831 1420065831
OCLC Number: 373475014
Notes: "A Chapman & Hall book."
Description: xvii, 446 pages : illustrations ; 25 cm + 2 CD-ROMs (4 3/4 in.).
Contents: 1. Introduction --
2. Graphing Variables --
3. Descriptive Representations of Data and Random Variables --
4. Basic Statistical Inference --
5. Simple Linear Regression --
6. More on Simple Linear Regression --
7. Multiple Regression Analysis --
8. More on Multiple Regression --
9. Analysis of Variance (ANOVA) --
10. Other Topics.
Series Title: Statistics, textbooks and monographs.
Responsibility: Sally A. Lesik.

Abstract:

Helps students to gain an understanding of how to apply statistical techniques using a statistical software program. This book focuses on the concepts of confidence intervals, hypothesis testing,  Read more...

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... I was pleased to see this recently published textbook by Sally A. Lesik. Although its focus is on applications, formulas are not forgotten. The ample problem section at the end of the chapter Read more...

 
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   schema:reviewBody ""Through clear, step-by-step mathematical calculations, Applied Statistical Inference with MINITAB provides a solid understanding of how to apply statistical techniques using a statistical software program. It focuses on the concepts of confidence intervals, hypothesis testing, validating model assumptions, and power analysis." "After introducing some common terminology, the author explains how to create simple graphs using MINITAB and how to calculate descriptive statistics using both traditional hand computations and MINITAB. She then delves into statistical inference topics, such as confidence intervals and hypothesis testing, as well as linear regression, including the Ryan-Joiner test. Moving on to multiple regression analysis, the text addresses ANOVA, the issue of multicollinearity, assessing outliers, and more. It also provides a conceptual introduction to basic experimental design and one-way ANOVA. The final chapter discusses two-way ANOVA, nonparametric analyses, and time series analysis." "Taking a practical approach to statistics, this text shows how to implement basic inferential techniques in practice using MINITAB. It establishes the foundation for readers to build on work in more advanced inferential statistics."--Jacket." ;
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