Fundamentals of Modern Statistical Methods Substantially Improving Power and Accuracy /

• Κύριος συγγραφέας: Wilcox, Rand R. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2010.
• Έκδοση: Second.
• Θέματα: Statistics.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.; Statistics for Business/Economics/Mathematical Finance/Insurance.

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 techn...

Πίνακας περιεχομένων:

• Getting Started
• The Normal Curve and Outlier Detection
• Accuracy and Inference
• Hypothesis Testing and Small Sample Sizes
• The Bootstrap
• A Fundamental Problem
• Robust Measures of Location
• Inferences About Robust Measures of Location
• Measures Of Association
• Robust Regression
• Alternative Strategies and Software.