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  • 1
    Online-Ressource
    Online-Ressource
    Amsterdam ; Boston : Academic Press
    UID:
    b3kat_BV036962307
    Umfang: 1 Online-Ressource (1 v. (various pagings)) , ill , 26 cm
    Ausgabe: Online-Ausgabe Elsevier e-book collection on ScienceDirect Sonstige Standardnummer des Gesamttitels: 041169-3
    ISBN: 0127515410 , 9780127515410
    Anmerkung: Includes bibliographical references and index
    Weitere Ausg.: Reproduktion von Applying contemporary statistical techniques c2003
    Sprache: Englisch
    Fachgebiete: Soziologie
    RVK:
    Mehr zum Autor: Wilcox, Rand R.
    Bibliothek Standort Signatur Band/Heft/Jahr Verfügbarkeit
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  • 2
    Online-Ressource
    Online-Ressource
    Burlington :Elsevier Science,
    UID:
    almafu_9958105366202883
    Umfang: 1 online resource (1259 p.)
    ISBN: 0-08-052751-5
    Inhalt: Applying Contemporary Statistical Techniques explains why traditional statistical methods are often inadequate or outdated when applied to modern problems. Wilcox demonstrates how new and more powerful techniques address these problems far more effectively, making these modern robust methods understandable, practical, and easily accessible.* Assumes no previous training in statistics * Explains how and why modern statistical methods provide more accurate results than conventional methods* Covers the latest developments on multiple comparisons * Includes recent advanc
    Anmerkung: Description based upon print version of record. , Cover image; Title page; Table of Contents; Copyright; PREFACE; Chapter 1: INTRODUCTION; 1.1 Software; 1.2 R and S-PLUS Functions Written for This Book; Chapter 2: PROBABILITY AND RELATED CONCEPTS; 2.1 Basic Probability; 2.2 Expected Values; 2.3 Conditional Probability and Independence; 2.4 Population Variance; 2.5 The Binomial Probability Function; 2.6 Continuous Variables and the Normal Curve; 2.7 Understanding the Effects of Nonnormality; 2.8 Pearson's Correlation; 2.9 Some Rules About Expected Values; 2.10 Chi-Squared Distributions; 2.11 Exercises; Chapter 3: SUMMARIZING DATA , 3.1 Basic Summation Notation3.2 Measures of Location; 3.3 Measures of Variation or Scale; 3.4 Detecting Outliers; 3.5 Computing an M-Estimator of Location; 3.6 Histograms; 3.7 Kernel Density Estimators; 3.8 Stem-and-Leaf Displays; 3.9 Exercises; Chapter 4: SAMPLING DISTRIBUTIONS AND CONFIDENCE INTERVALS; 4.1 Basics; 4.2 Random Sampling; 4.3 Approximating the Sampling Distribution of; 4.4 The Sample Mean versus MOM, the Median, Trimmed Mean, and M-Estimator; 4.5 A Confidence Interval for the Population Mean; 4.6 An Approach to Nonnormality: The Central Limit Theorem , 4.7 Confidence Intervals when σ Is Unknown4.8 Student's T and Nonnormality; 4.9 Confidence Intervals for the Trimmed Mean; 4.10 Transforming Data; 4.11 Confidence Interval for the Population Median; 4.12 A Remark About MOM and M-Estimators; 4.13 Confidence Intervals for the Probability of Success; 4.14 Exercises; Chapter 5: HYPOTHESIS TESTING; 5.1 The Basics of Hypothesis Testing; 5.2 Power and Type II Errors; 5.3 Testing Hypotheses About the Mean When σ Is Not Known; 5.4 Controlling Power and Determining n; 5.5 Practical Problems with Student's T , 5.6 Hypothesis Testing Based on a Trimmed Mean5.7 Exercises; Chapter 6: LEAST SQUARES REGRESSION AND PEARSON'S CORRELATION; 6.1 Fitting a Straight Line to Data: The Least Squares Principle; 6.2 The Standard Least Squares Model; 6.3 Hypothesis Testing and Confidence Intervals; 6.4 Pearson's Correlation; 6.5 Testing H 0: ρ = 0; 6.6 Concluding Remarks; 6.7 Exercises; Chapter 7: BASIC BOOTSTRAP METHODS; 7.1 The Percentile Method; 7.2 The Bootstrap-t Interval; 7.3 A Modified Percentile Method for Least Squares Regression and Pearson's Correlation; 7.4 More About the Population Mean , 7.5 Inferences About a Trimmed Mean7.6 Estimating Power When Testing Hypotheses About a Trimmed Mean; 7.7 Inferences Based on MOM and M-Estimators; 7.8 Detecting Nonlinear Associations; 7.9 Exercises; Chapter 8: COMPARING TWO INDEPENDENT GROUPS; 8.1 Student'sT; 8.2 Relative Merits of Student's T; 8.3 Welch's Heteroscedastic Method for Means; 8.4 Comparing Groups with Individual Confidence Intervals: An Example of What Not to Do; 8.5 A Bootstrap Method for Comparing Means; 8.6 A Permutation Test Based on Means; 8.7 Yuen's Method for Comparing Trimmed Means , 8.8 Bootstrap Methods for Comparing Trimmed Means , English
    Weitere Ausg.: ISBN 0-12-751541-0
    Sprache: Englisch
    Bibliothek Standort Signatur Band/Heft/Jahr Verfügbarkeit
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  • 3
    Online-Ressource
    Online-Ressource
    Amsterdam [u.a.] : Elsevier
    UID:
    gbv_1645851931
    Umfang: Online Ressource
    Ausgabe: Reproduktion ScienceDirect
    ISBN: 9780127515410 , 0127515410
    Inhalt: Introduction; Probability and Related Concepts; Summarizing Data; Sampling Distributions and Confidence Intervals; Hypothesis Testing; Least Squares Regression and Pearson's Correlation; Basic Bootstrap Methods; Comparing Two Independent Groups; One-Way Anova; Two-Way Anova; Comparing Dependent Groups; Multiple Comparisons; Detecting Outliers in Multivariate Data; More Regression Methods; Rank-Based and Nonparametric Methods
    Inhalt: Applying Contemporary Statistical Techniques explains why traditional statistical methods are often inadequate or outdated when applied to modern problems. Wilcox demonstrates how new and more powerful techniques address these problems far more effectively, making these modern robust methods understandable, practical, and easily accessible. * Assumes no previous training in statistics * Explains how and why modern statistical methods provide more accurate results than conventional methods * Covers the latest developments on multiple comparisons * Includes recent advances in risk-based methods * Features many illustrations and examples using data from real studies * Describes and illustrates easy-to-use s-plus functions for applying cutting-edge techniques * Covers many contemporary ANOVA (analysis of variance) and regression methods not found in other books
    Anmerkung: Includes bibliographical references and index. - Description based on print version record , 1. Introduction -- 2. Probability and related concepts -- 3. Summarizing data -- 4. Sampling distributions and confidence intervals -- 5. Hypothesis testing -- 6. Least squares regression and Pearson's correlation -- 7. Basic bootstrap methods -- 8. Comparing two independent groups -- 9. One-way ANOVA -- 10. Two-way ANOVA -- 11. Comparing dependent groups -- 12. Multiple comparisons -- 13. Robust and exploratory regression -- 14. More regression methods -- 15. Rank-based and nonparametric methods. , Applying Contemporary Statistical Techniques explains why traditional statistical methods are often inadequate or outdated when applied to modern problems. Wilcox demonstrates how new and more powerful techniques address these problems far more effectively, making these modern robust methods understandable, practical, and easily accessible. * Assumes no previous training in statistics * Explains how and why modern statistical methods provide more accurate results than conventional methods * Covers the latest developments on multiple comparisons * Includes recent advances in risk-based methods * Features many illustrations and examples using data from real studies * Describes and illustrates easy-to-use s-plus functions for applying cutting-edge techniques * Covers many contemporary ANOVA (analysis of variance) and regression methods not found in other books
    Weitere Ausg.: ISBN 0127515410
    Weitere Ausg.: Erscheint auch als Druck-Ausgabe Wilcox, Rand R. Applying contemporary statistical techniques Amsterdam [u.a.] : Academic Press, 2003 ISBN 0127515410
    Sprache: Englisch
    Fachgebiete: Mathematik
    RVK:
    Schlagwort(e): Statistik ; Electronic books ; Statistics
    URL: Volltext  (Deutschlandweit zugänglich)
    Mehr zum Autor: Wilcox, Rand R.
    Bibliothek Standort Signatur Band/Heft/Jahr Verfügbarkeit
    BibTip Andere fanden auch interessant ...
  • 4
    Buch
    Buch
    Amsterdam [u.a.] :Acad. Press,
    UID:
    almafu_BV026541338
    Umfang: Getr. Zählung : , Ill., graph. Darst.
    ISBN: 0-12-751541-0
    Sprache: Englisch
    Fachgebiete: Soziologie
    RVK:
    Mehr zum Autor: Wilcox, Rand R.
    Bibliothek Standort Signatur Band/Heft/Jahr Verfügbarkeit
    BibTip Andere fanden auch interessant ...
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