Fundamentals of modern statistical methods: substantially improving power and accuracy
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Springer
2001
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverz. S. 249 - 252 |
| Beschreibung: | XIII, 258 S. graph. Darst. |
| ISBN: | 0387951571 |
Internformat
MARC
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Datensatz im Suchindex
| _version_ | 1804128568168415232 |
|---|---|
| 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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| dewey-ones | 519 - Probabilities and applied mathematics |
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| dewey-search | 519.5 519.5 21 |
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| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T18:51:18Z |
| institution | BVB |
| isbn | 0387951571 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009398010 |
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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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