Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, 2nd edition
Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, Second Edition is a textbook designed for students with no prior training in statistics. It provides a solid background of the core statistical concepts taught in most introductory statistics textbooks. Mathematical pro...
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2020
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oai:scholar.dlu.edu.vn:DLU123456789-935132023-11-11T07:05:10Z Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, 2nd edition Willard, Cheryl Ann Behavioral Sciences Research Methods Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, Second Edition is a textbook designed for students with no prior training in statistics. It provides a solid background of the core statistical concepts taught in most introductory statistics textbooks. Mathematical proofs are deemphasized in favor of careful explanations of statistical constructs. The text begins with coverage of descriptive statistics such as measures of central tendency and variability, then moves on to inferential statistics. Transitional chapters on z-scores, probability, and sampling distributions pave the way to understanding the logic of hypothesis testing and the inferential tests that follow. Hypothesis testing is taught through a four-step process. These same four steps are used throughout the text for the other statistical tests presented including t tests, one- and two-way ANOVAs, chi-square, and correlation. A chapter on nonparametric tests is also provided as an alternative when the requirements cannot be met for parametric tests. Because the same logical framework and sequential steps are used throughout the text, a consistency is provided that allows students to gradually master the concepts. Their learning is enhanced further with the inclusion of "thought questions" and practice problems integrated throughout the chapters. 2020-05-29T02:11:06Z 2020-05-29T02:11:06Z 2020 Book 9780429261039 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/93513 https://doi.org/10.4324/9780429261039 en application/pdf Routledge New York |
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Thư viện Trường Đại học Đà Lạt |
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Thư viện số |
| language |
English |
| topic |
Behavioral Sciences Research Methods |
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Behavioral Sciences Research Methods Willard, Cheryl Ann Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, 2nd edition |
| description |
Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, Second Edition is a textbook designed for students with no prior training in statistics. It provides a solid background of the core statistical concepts taught in most introductory statistics textbooks. Mathematical proofs are deemphasized in favor of careful explanations of statistical constructs.
The text begins with coverage of descriptive statistics such as measures of central tendency and variability, then moves on to inferential statistics. Transitional chapters on z-scores, probability, and sampling distributions pave the way to understanding the logic of hypothesis testing and the inferential tests that follow. Hypothesis testing is taught through a four-step process. These same four steps are used throughout the text for the other statistical tests presented including t tests, one- and two-way ANOVAs, chi-square, and correlation. A chapter on nonparametric tests is also provided as an alternative when the requirements cannot be met for parametric tests.
Because the same logical framework and sequential steps are used throughout the text, a consistency is provided that allows students to gradually master the concepts. Their learning is enhanced further with the inclusion of "thought questions" and practice problems integrated throughout the chapters. |
| format |
Book |
| author |
Willard, Cheryl Ann |
| author_facet |
Willard, Cheryl Ann |
| author_sort |
Willard, Cheryl Ann |
| title |
Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, 2nd edition |
| title_short |
Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, 2nd edition |
| title_full |
Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, 2nd edition |
| title_fullStr |
Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, 2nd edition |
| title_full_unstemmed |
Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, 2nd edition |
| title_sort |
statistical methods: an introduction to basic statistical concepts and analysis, 2nd edition |
| publisher |
Routledge |
| publishDate |
2020 |
| url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/93513 https://doi.org/10.4324/9780429261039 |
| _version_ |
1782547822472593408 |