Applied Statistical Inference with MINITAB®, Second Edition
Autor Sally A. Lesiken Limba Engleză Hardback – 2 ian 2019
"One of my biggest complaints when I teach introductory statistics classes is that it takes me most of the semester to get to the good stuff—inferential statistics. The author manages to do this very quickly….if one were looking for a book that efficiently covers basic statistical methodology and also introduces statistical software [this text] fits the bill." -The American Statistician
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.
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Specificații
ISBN-13: 9781498779982
ISBN-10: 1498779980
Pagini: 496
Ilustrații: 153 Tables, black and white; 900 Illustrations, black and white
Dimensiuni: 178 x 254 x 27 mm
Greutate: 1.08 kg
Ediția:2nd edition
Editura: CRC Press
Colecția Chapman and Hall/CRC
ISBN-10: 1498779980
Pagini: 496
Ilustrații: 153 Tables, black and white; 900 Illustrations, black and white
Dimensiuni: 178 x 254 x 27 mm
Greutate: 1.08 kg
Ediția:2nd edition
Editura: CRC Press
Colecția Chapman and Hall/CRC
Cuprins
Introduction. Graphing Variables. Descriptive Representations of Data and Random Variables. Basic Statistical Inference for One-Sample. Basic Statistical Inference for Two Samples. Simple Linear Regression. More on Simple Linear Regression. Multiple Regression Analysis. More on Multiple Regression Analysis. One-Way Analysis of Variance (One-Way ANOVA). Additional Topics.
Notă biografică
Sally A. Lesik is a professor of mathematics at Central Connecticut State University. Dr. Lesik has taught many mathematics, statistics, engineering, and physics courses. Her primary research is in applied statistical inference.
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Descriere
Covers material typically presented in an intermediate statistics course at the undergraduate level and a first course in applied statistics at the graduate level. Topics include basic statistical inference, regression, and ANOVA. Advanced topics include non-parametric statistics, logistic regression, and goodness-of-fit tests.