Holdings: Fundamentals of modern statistical methods

Fundamentals of modern statistical methods: substantially improving power and accuracy

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Bibliographic Details
Main Author:	Wilcox, Rand R. (Author)
Format:	Book
Language:	English
Published:	New York [u.a.] Springer 2001
Subjects:	Statistik Mathematical statistics
Online Access:	Inhaltsverzeichnis
Item Description:	Literaturverz. S. 249 - 252
Physical Description:	XIII, 258 S. graph. Darst.
ISBN:	0387951571

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MARC


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Record in the Search Index

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adam_text	CONTENTS Preface vii 1 A Empirical Studies Regarding Normality Inferential Methods PART 2• Probability Curves The Mean The Median A Weighted Mean ix x Variance Measuring Error Fitting a Straight Line to Data A Summary of Key Points 3 • OUTLIER DETECTION The Normal Curve Detecting Outliers The Central Limit Theorem Normality and the Median A Summary of Key Points 4 Some Optimal Properties of the Mean The Median Versus the Mean Regression Confidence Intervals Confidence Interval for the Population Mean Confidence Interval for the Slope A Summary of Key Points 5 • SMALL SAMPLE SIZES Hypothesis Testing The One-Sample T Test Some Practical Problems with Student s T The Two-Sample Case The Good News About Student s T The Bad News about Student s T What Does Rejecting with Student s T Tell Us? Comparing Multiple Groups A Summary of Key Points Bibliographic Notes Contents xi б Two Bootstrap Methods for Means Testing Hypotheses Why Does the Percentile t Bootstrap Beat Student s T Comparing Two Independent Groups Regression Correlation and Tests of Independence A Summary of Key Points Bibliographic Notes 7« Power Another Look at Accuracy The Graphical Interpretation of Variance Outlier Detection Measuring Effect Size How Extreme Can the Mean Be? Regression Pearson s Correlation More About Outlier Detection A Summary of Key Points Bibliographic Notes PART II 8 • The Trimmed Mean The Population Trimmed Mean M-Estimators Computing a One-Step M-Estimator of Location A Summary of Key Points Bibliographic Notes xii CONTENTS 9. MEASURES OF LOCATION Estimating the Variance of the Trimmed Mean Inferences About the Population Trimmed Mean The Relative Merits of Using a Trimmed Mean Versus a Mean The Two-Sample Case Power Using Trimmed Means Versus Means inferences about The Two-Sample Case Using an Some Remaining Issues A Summary of Key Points Bibliographic Notes 10 • What Does Pearson s Correlation Tell Us? Л Other Ways Pearson s Correlation Is Used The Winsorized Correlation Spearman s Rho Kendall s Methods Related to A Possible Problem Global Measures of Association More Comments on Curvature A Summary of Key Points Bibliographic Notes 11 • TheilSen Estimator Regression via Robust Correlation and Variances Lt Regression Least Trimmed Squares Least Trimmed Absolute Value Least Median of Squares Regression Outliers and Leverage Points M-Estimators The Deepest Regression Line Contents xlii Relative Merits and Extensions to Multiple Predictors 223 Correlation Coefficients Based on Regression Estimators 224 A Summary of Key Points 225 Bibliographic Notes 227 12 Ranked-Based Methods for Comparing Two Groups 229 Permutation Tests 235 Extension to Other Experimental Designs 236 Regression Based on Ranked Residuals 240 Software 241 A Summary of Key Points 242 Bibliographic Notes 243 Appendix A 245 References 249 Index 253
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spelling	Wilcox, Rand R. Verfasser (DE-588)141426241 aut Fundamentals of modern statistical methods substantially improving power and accuracy Rand R. Wilcox New York [u.a.] Springer 2001 XIII, 258 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Literaturverz. S. 249 - 252 Statistik Mathematical statistics Statistik (DE-588)4056995-0 gnd rswk-swf Statistik (DE-588)4056995-0 s DE-604 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009398010&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Wilcox, Rand R. Fundamentals of modern statistical methods substantially improving power and accuracy Statistik Mathematical statistics 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 Rand R. Wilcox
title_fullStr	Fundamentals of modern statistical methods substantially improving power and accuracy Rand R. Wilcox
title_full_unstemmed	Fundamentals of modern statistical methods substantially improving power and accuracy 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	Statistik Mathematical statistics Statistik (DE-588)4056995-0 gnd
topic_facet	Statistik Mathematical statistics
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009398010&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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