Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
New York, NY
Springer New York
2001
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| Subjects: | |
| Online Access: | Volltext |
| Item Description: | Conventional statistical methods have a very serious flaw: They routinely miss differences among groups or associations among variables that are detected by more modern techniques - even under very small departures from normality. Hundreds of journal articles have described the reasons standard techniques can be unsatisfactory, but simple, intuitive explanations are generally unavailable. Improved methods have been derived, but they are far from obvious or intuitive based on the training most researchers receive. Situations arise where even highly nonsignificant results become significant when analyzed with more modern methods. Without assuming any prior training in statistics, Part I of this book describes basic statistical principles from a point of view that makes their shortcomings intuitive and easy to understand. The emphasis is on verbal and graphical descriptions of concepts. Part II describes modern methods that address the problems covered in Part I. Using data from actual studies, many examples are included to illustrate the practical problems with conventional procedures and how more modern methods can make a substantial difference in the conclusions reached in many areas of statistical research |
| Physical Description: | 1 Online-Ressource (XIII, 258 p) |
| ISBN: | 9781475735222 9781441928917 |
| DOI: | 10.1007/978-1-4757-3522-2 |
Staff View
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| indexdate | 2024-07-10T01:21:09Z |
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| isbn | 9781475735222 9781441928917 |
| language | English |
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| spelling | Wilcox, Rand R. Verfasser aut Fundamentals of Modern Statistical Methods Substantially Improving Power and Accuracy by Rand R. Wilcox New York, NY Springer New York 2001 1 Online-Ressource (XIII, 258 p) txt rdacontent c rdamedia cr rdacarrier Conventional statistical methods have a very serious flaw: They routinely miss differences among groups or associations among variables that are detected by more modern techniques - even under very small departures from normality. Hundreds of journal articles have described the reasons standard techniques can be unsatisfactory, but simple, intuitive explanations are generally unavailable. Improved methods have been derived, but they are far from obvious or intuitive based on the training most researchers receive. Situations arise where even highly nonsignificant results become significant when analyzed with more modern methods. Without assuming any prior training in statistics, Part I of this book describes basic statistical principles from a point of view that makes their shortcomings intuitive and easy to understand. The emphasis is on verbal and graphical descriptions of concepts. Part II describes modern methods that address the problems covered in Part I. Using data from actual studies, many examples are included to illustrate the practical problems with conventional procedures and how more modern methods can make a substantial difference in the conclusions reached in many areas of statistical research Statistics Mathematical statistics Economics / Statistics Statistical Theory and Methods Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Statistik Wirtschaft Statistik (DE-588)4056995-0 gnd rswk-swf Statistik (DE-588)4056995-0 s 1\p DE-604 https://doi.org/10.1007/978-1-4757-3522-2 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Wilcox, Rand R. Fundamentals of Modern Statistical Methods Substantially Improving Power and Accuracy Statistics Mathematical statistics Economics / Statistics Statistical Theory and Methods Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Statistik Wirtschaft Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4056995-0 |
| title | Fundamentals of Modern Statistical Methods Substantially Improving Power and Accuracy |
| title_auth | Fundamentals of Modern Statistical Methods Substantially Improving Power and Accuracy |
| title_exact_search | Fundamentals of Modern Statistical Methods Substantially Improving Power and Accuracy |
| title_full | Fundamentals of Modern Statistical Methods Substantially Improving Power and Accuracy by Rand R. Wilcox |
| title_fullStr | Fundamentals of Modern Statistical Methods Substantially Improving Power and Accuracy by Rand R. Wilcox |
| title_full_unstemmed | Fundamentals of Modern Statistical Methods Substantially Improving Power and Accuracy by Rand R. Wilcox |
| title_short | Fundamentals of Modern Statistical Methods |
| title_sort | fundamentals of modern statistical methods substantially improving power and accuracy |
| title_sub | Substantially Improving Power and Accuracy |
| topic | Statistics Mathematical statistics Economics / Statistics Statistical Theory and Methods Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Statistik Wirtschaft Statistik (DE-588)4056995-0 gnd |
| topic_facet | Statistics Mathematical statistics Economics / Statistics Statistical Theory and Methods Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistics for Business/Economics/Mathematical Finance/Insurance Statistics for Life Sciences, Medicine, Health Sciences Statistik Wirtschaft |
| url | https://doi.org/10.1007/978-1-4757-3522-2 |
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