Applied multivariate statistics for the social sciences / (Αριθ. εγγραφής 138093)
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| fixed length control field | 011128s2002 njuad ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0585387990 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780585387994 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781410604491 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1410604497 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | N$T |
| Language of cataloging | eng |
| Description conventions | pn |
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| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5/35/0243 |
| Edition number | 21 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Stevens, James |
| 9 (RLIN) | 87274 |
| Relator term | συγγραφέας. |
| 245 10 - TITLE STATEMENT | |
| Title | Applied multivariate statistics for the social sciences / |
| Statement of responsibility, etc. | James Stevens. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 4η έκδ. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Mahwah, N.J. : |
| Name of publisher, distributor, etc. | L. Erlbaum, |
| Date of publication, distribution, etc. | 2002. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 ηλεκτρονική πηγή (xiv, 699 σ.) : |
| Other physical details | εικ., διαγρ. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 505 00 - FORMATTED CONTENTS NOTE | |
| Miscellaneous information | 1.2 |
| Title | Type I Error, Type II Error, and Power |
| Miscellaneous information | 3 -- |
| -- | 1.3 |
| Title | Multiple Statistical Tests and the Probability of Spurious Results |
| Miscellaneous information | 6 -- |
| -- | 1.4 |
| Title | Statistical Significance Versus Practical Significance |
| Miscellaneous information | 9 -- |
| -- | 1.5 |
| Title | Outliers |
| Miscellaneous information | 12 -- |
| -- | 1.6 |
| Title | Research Examples for Some Analyses Considered in This Text |
| Miscellaneous information | 17 -- |
| -- | 1.7 |
| Title | SAS and SPSS Statistical Packages |
| Miscellaneous information | 24 -- |
| -- | 1.8 |
| Title | SPSS for Windows -- Releases 9.0 and 10.0 |
| Miscellaneous information | 34 -- |
| -- | 1.9 |
| Title | Data Files |
| Miscellaneous information | 36 -- |
| -- | 1.10 |
| Title | Data Editing |
| Miscellaneous information | 40 -- |
| -- | 1.11 |
| Title | SPSS Output Navigator |
| Miscellaneous information | 45 -- |
| -- | 1.12 |
| Title | Some Issues Unique to Multivariate Analysis |
| Miscellaneous information | 48 -- |
| -- | 1.13 |
| Title | Data Collection and Integrity |
| Miscellaneous information | 49 -- |
| -- | Appendix 1 |
| Title | Defining a Measure of Statistical Distance |
| Miscellaneous information | 50 -- |
| -- | Appendix 2 |
| Title | Milk Data |
| Miscellaneous information | 52 -- |
| -- | Chapter 2 |
| Title | Matrix Algebra -- |
| Miscellaneous information | 2.2 |
| Title | Addition, Subtraction, and Multiplication of a Matrix by a Scalar |
| Miscellaneous information | 59 -- |
| -- | 2.3 |
| Title | Obtaining the Matrix of Variances and Covariances |
| Miscellaneous information | 62 -- |
| -- | 2.4 |
| Title | Determinant of a Matrix |
| Miscellaneous information | 64 -- |
| -- | 2.5 |
| Title | Inverse of a Matrix |
| Miscellaneous information | 70 -- |
| -- | 2.6 |
| Title | Eigenvalues |
| Miscellaneous information | 73 -- |
| -- | 2.7 |
| Title | SPSS Matrix Procedure |
| Miscellaneous information | 75 -- |
| -- | 2.8 |
| Title | SAS IML Procedure |
| Miscellaneous information | 76 -- |
| -- | Chapter 3 |
| Title | Multiple Regression -- |
| Miscellaneous information | 3.2 |
| Title | Simple Regression |
| Miscellaneous information | 82 -- |
| -- | 3.3 |
| Title | Multiple Regression for Two Predictors -- Matrix Formulation |
| Miscellaneous information | 86 -- |
| -- | 3.4 |
| Title | Mathematical Maximization Nature of Least Squares Regression |
| Miscellaneous information | 88 -- |
| -- | 3.5 |
| Title | Breakdown of Sum of Squares in Regression and F Test for Multiple Correlation |
| Miscellaneous information | 89 -- |
| -- | 3.6 |
| Title | Relationship of Simple Correlations to Multiple Correlation |
| Miscellaneous information | 91 -- |
| -- | 3.7 |
| Title | Multicollinearity |
| Miscellaneous information | 91 -- |
| -- | 3.8 |
| Title | Model Selection |
| Miscellaneous information | 93 -- |
| -- | 3.9 |
| Title | Two Computer Examples |
| Miscellaneous information | 98 -- |
| -- | 3.10 |
| Title | Checking Assumptions for the Regression Model |
| Miscellaneous information | 110 -- |
| -- | 3.11 |
| Title | Model Validation |
| Miscellaneous information | 113 -- |
| -- | 3.12 |
| Title | Importance of the Order of the Predictors in Regression Analysis |
| Miscellaneous information | 119 -- |
| -- | 3.13 |
| Title | Other Important Issues |
| Miscellaneous information | 121 -- |
| -- | 3.14 |
| Title | Outliers and Influential Data Points |
| Miscellaneous information | 125 -- |
| -- | 3.15 |
| Title | Further Discussion of the Two Computer Examples |
| Miscellaneous information | 138 -- |
| -- | 3.16 |
| Title | Sample Size Determination for a Reliable Prediction Equation |
| Miscellaneous information | 143 -- |
| -- | 3.17 |
| Title | Logistic Regression |
| Miscellaneous information | 146 -- |
| -- | 3.18 |
| Title | Other Types of Regression Analysis |
| Miscellaneous information | 155 -- |
| -- | 3.19 |
| Title | Multivariate Regression |
| Miscellaneous information | 155 -- |
| -- | 3.20 |
| Title | Summary of Important Points |
| Miscellaneous information | 159 -- |
| -- | Chapter 4 |
| Title | Two-Group Multivariate Analysis Of Variance -- |
| Miscellaneous information | 4.2 |
| Title | Four Statistical Reasons for Preferring a Multivariate Analysis |
| Miscellaneous information | 174 -- |
| -- | 4.3 |
| Title | Multivariate Test Statistic as a Generalization of Univariate t |
| Miscellaneous information | 175 -- |
| -- | 4.4 |
| Title | Numerical Calculations for a Two-Group Problem |
| Miscellaneous information | 177 -- |
| -- | 4.5 |
| Title | Three Post Hoc Procedures |
| Miscellaneous information | 181 -- |
| -- | 4.6 |
| Title | SAS and SPSS Control Lines for Sample Problem and Selected Printout |
| Miscellaneous information | 183 -- |
| -- | 4.7 |
| Title | Multivariate Significance but No Univariate Significance |
| Miscellaneous information | 184 -- |
| -- | 4.8 |
| Title | Multivariate Regression Analysis for the Sample Problem |
| Miscellaneous information | 188 -- |
| -- | 4.9 |
| Title | Power Analysis |
| Miscellaneous information | 192 -- |
| -- | 4.10 |
| Title | Ways of Improving Power |
| Miscellaneous information | 195 -- |
| -- | 4.11 |
| Title | Power Estimation on SPSS MANOVA |
| Miscellaneous information | 197 -- |
| -- | 4.12 |
| Title | Multivariate Estimation of Power |
| Miscellaneous information | 197 -- |
| -- | Chapter 5 |
| Title | K-Group Manova: A Priori And Post Hoc Procedures -- |
| Miscellaneous information | 5.2 |
| Title | Multivariate Regression Analysis for a Sample Problem |
| Miscellaneous information | 209 -- |
| -- | 5.3 |
| Title | Traditional Multivariate Analysis of Variance |
| Miscellaneous information | 210 -- |
| -- | 5.4 |
| Title | Multivariate Analysis of Variance for Sample Data |
| Miscellaneous information | 212 -- |
| -- | 5.5 |
| Title | Post Hoc Procedures |
| Miscellaneous information | 217 -- |
| -- | 5.6 |
| Title | Tukey Procedure |
| Miscellaneous information | 222 -- |
| -- | 5.7 |
| Title | Planned Comparisons |
| Miscellaneous information | 225 -- |
| -- | 5.8 |
| Title | Test Statistics for Planned Comparisons |
| Miscellaneous information | 228 -- |
| -- | 5.9 |
| Title | Multivariate Planned Comparisons on SPSS MANOVA |
| Miscellaneous information | 231 -- |
| -- | 5.10 |
| Title | Correlated Contrasts |
| Miscellaneous information | 235 -- |
| -- | 5.11 |
| Title | Studies Using Multivariate Planned Comparisons |
| Miscellaneous information | 241 -- |
| -- | 5.12 |
| Title | Stepdown Analysis |
| Miscellaneous information | 243 -- |
| -- | 5.13 |
| Title | Other Multivariate Test Statistics |
| Miscellaneous information | 243 -- |
| -- | 5.14 |
| Title | How Many Dependent Variables for a MANOVA? |
| Miscellaneous information | 245 -- |
| -- | 5.15 |
| Title | Power Analysis -- A Priori Determination of Sample Size |
| Miscellaneous information | 245 -- |
| -- | Appendix |
| Title | Novince (1977) Data for Multivariate Analysis of Variance Presented in Tables 5.3 and 5.4 |
| Miscellaneous information | 249 -- |
| -- | Chapter 6 |
| Title | Assumptions In Manova -- |
| Miscellaneous information | 6.2 |
| Title | ANOVA and MANOVA Assumptions |
| Miscellaneous information | 257 -- |
| -- | 6.3 |
| Title | Independence Assumption |
| Miscellaneous information | 258 -- |
| -- | 6.4 |
| Title | What Should Be Done With Correlated Observations? |
| Miscellaneous information | 260 -- |
| -- | 6.5 |
| Title | Normality Assumption |
| Miscellaneous information | 261 -- |
| -- | 6.6 |
| Title | Multivariate Normality |
| Miscellaneous information | 262 -- |
| -- | 6.7 |
| Title | Assessing Univariate Normality |
| Miscellaneous information | 263 -- |
| -- | 6.8 |
| Title | Homogeneity of Variance Assumption |
| Miscellaneous information | 268 -- |
| -- | 6.9d |
| Title | Homogeneity of the Covariance Matrices |
| Miscellaneous information | 269 -- |
| -- | 6.10 |
| Title | General Procedure for Assessing Violations in MANOVA |
| Miscellaneous information | 276 -- |
| -- | Appendix |
| Title | Multivariate Test Statistics for Unequal Covariance Matrices |
| Miscellaneous information | 279 -- |
| -- | Chapter 7 |
| Title | Discriminant Analysis -- |
| Miscellaneous information | 7.2 |
| Title | Descriptive Discriminant Analysis |
| Miscellaneous information | 286 -- |
| -- | 7.3 |
| Title | Significance Tests |
| Miscellaneous information | 287 -- |
| -- | 7.4 |
| Title | Interpreting the Discriminant Functions |
| Miscellaneous information | 288 -- |
| -- | 7.5 |
| Title | Graphing the Groups in the Discriminant Plane |
| Miscellaneous information | 289 -- |
| -- | 7.6 |
| Title | Rotation of the Discriminant Functions |
| Miscellaneous information | 296 -- |
| -- | 7.7 |
| Title | Stepwise Discriminant Analysis |
| Miscellaneous information | 296 -- |
| -- | 7.8 |
| Title | Two Other Studies That Used Discriminant Analysis |
| Miscellaneous information | 297 -- |
| -- | 7.9 |
| Title | Classification Problem |
| Miscellaneous information | 301 -- |
| -- | 7.10 |
| Title | Linear vs. Quadratic Classification Rule |
| Miscellaneous information | 316 -- |
| -- | 7.11 |
| Title | Characteristics of a Good Classification Procedure |
| Miscellaneous information | 316 -- |
| -- | Chapter 8 |
| Title | Factorial Analysis Of Variance -- |
| Miscellaneous information | 8.2 |
| Title | Advantages of a Two-Way Design |
| Miscellaneous information | 322 -- |
| -- | 8.3 |
| Title | Univariate Factorial Analysis |
| Miscellaneous information | 324 -- |
| -- | 8.4 |
| Title | Factorial Multivariate Analysis of Variance |
| Miscellaneous information | 331 -- |
| -- | 8.5 |
| Title | Weighting of the Cell Means |
| Miscellaneous information | 332 -- |
| -- | 8.6 |
| Title | Three-Way MANOVA |
| Miscellaneous information | 335 -- |
| -- | Chapter 9 |
| Title | Analysis Of Covariance -- |
| Miscellaneous information | 9.2 |
| Title | Purposes of Covariance |
| Miscellaneous information | 340 -- |
| -- | 9.3 |
| Title | Adjustment of Posttest Means and Reduction of Error Variance |
| Miscellaneous information | 342 -- |
| -- | 9.4 |
| Title | Choice of Covariates |
| Miscellaneous information | 345 -- |
| -- | 9.5 |
| Title | Assumptions in Analysis of Covariance |
| Miscellaneous information | 347 -- |
| -- | 9.6 |
| Title | Use of ANCOVA With Intact Groups |
| Miscellaneous information | 350 -- |
| -- | 9.7 |
| Title | Alternative Analyses for Pretest-Posttest Designs |
| Miscellaneous information | 351 -- |
| -- | 9.8 |
| Title | Error Reduction and Adjustment of Posttest Means for Several Covariates |
| Miscellaneous information | 353 -- |
| -- | 9.9 |
| Title | MANCOVA -- Several Dependent Variables and Several Covariates |
| Miscellaneous information | 354 -- |
| -- | 9.10 |
| Title | Testing the Assumption of Homogeneous Regression Hyperplanes on SPSS |
| Miscellaneous information | 355 -- |
| -- | 9.11 |
| Title | Two Computer Examples |
| Miscellaneous information | 356 -- |
| -- | 9.12 |
| Title | Bryant-Paulson Simultaneous Test Procedure |
| Miscellaneous information | 361 -- |
| -- | Chapter 10 |
| Title | Stepdown Analysis -- |
| Miscellaneous information | 10.2 |
| Title | Four Appropriate Situations for Stepdown Analysis |
| Miscellaneous information | 375 -- |
| -- | 10.3 |
| Title | Controlling on Overall Type I Error |
| Miscellaneous information | 376 -- |
| -- | 10.4 |
| Title | Stepdown F's for Two Groups |
| Miscellaneous information | 377 -- |
| -- | 10.5 |
| Title | Comparison of Interpretation of Stepdown F's vs. |
| 505 00 - FORMATTED CONTENTS NOTE | |
| Miscellaneous information | Univariate F's |
| -- | 379 -- |
| -- | 10.6 |
| Title | Stepdown F's for k Groups -- Effect of Within and Between Correlations |
| Miscellaneous information | 381 -- |
| -- | Chapter 11 |
| Title | Confirmatory And Exploratory Factor Analysis -- |
| Miscellaneous information | 11.2 |
| Title | Nature of Principal Components |
| Miscellaneous information | 386 -- |
| -- | 11.3 |
| Title | Three Uses for Components as a Variable Reducing Scheme |
| Miscellaneous information | 388 -- |
| -- | 11.4 |
| Title | Criteria for Deciding on How Many Components to Retain |
| Miscellaneous information | 389 -- |
| -- | 11.5 |
| Title | Increasing Interpretability of Factors by Rotation |
| Miscellaneous information | 391 -- |
| -- | 11.6 |
| Title | What Loadings Should Be Used for Interpretation? |
| Miscellaneous information | 393 -- |
| -- | 11.7 |
| Title | Sample Size and Reliable Factors |
| Miscellaneous information | 395 -- |
| -- | 11.8 |
| Title | Four Computer Examples |
| Miscellaneous information | 395 -- |
| -- | 11.9 |
| Title | Communality Issue |
| Miscellaneous information | 409 -- |
| -- | 11.11 |
| Title | Exploratory and Confirmatory Factor Analysis |
| Miscellaneous information | 411 -- |
| -- | 11.12 |
| Title | PRELIS |
| Miscellaneous information | 415 -- |
| -- | 11.13 |
| Title | A LISREL Example Comparing Two A Priori Models |
| Miscellaneous information | 419 -- |
| -- | 11.14 |
| Title | Identification |
| Miscellaneous information | 427 -- |
| -- | 11.15 |
| Title | Estimation |
| Miscellaneous information | 429 -- |
| -- | 11.16 |
| Title | Assessment of Model Fit |
| Miscellaneous information | 430 -- |
| -- | 11.17 |
| Title | Model Modification |
| Miscellaneous information | 435 -- |
| -- | 11.18 |
| Title | LISREL 8 Example |
| Miscellaneous information | 437 -- |
| -- | 11.19 |
| Title | EQS Example |
| Miscellaneous information | 445 -- |
| -- | 11.20 |
| Title | Some Caveats Regarding Structural Equation Modeling |
| Miscellaneous information | 449 -- |
| -- | Chapter 12 |
| Title | Canonical Correlation -- |
| Miscellaneous information | 12.2 |
| Title | Nature of Canonical Correlation |
| Miscellaneous information | 472 -- |
| -- | 12.3 |
| Title | Significance Tests |
| Miscellaneous information | 473 -- |
| -- | 12.4 |
| Title | Interpreting the Canonical Variates |
| Miscellaneous information | 475 -- |
| -- | 12.5 |
| Title | Computer Example Using SAS CANCORR |
| Miscellaneous information | 476 -- |
| -- | 12.6 |
| Title | A Study That Used Canonical Correlation: Relationship Between Student Needs and Teacher Ratings |
| Miscellaneous information | 479 -- |
| -- | 12.7 |
| Title | Using SAS for Canonical Correlation on Two Sets of Factor Scores |
| Miscellaneous information | 481 -- |
| -- | 12.8 |
| Title | Redundancy Index of Stewart and Love |
| Miscellaneous information | 483 -- |
| -- | 12.9 |
| Title | Rotation of Canonical Variates |
| Miscellaneous information | 485 -- |
| -- | 12.10 |
| Title | Obtaining More Reliable Canonical Variates |
| Miscellaneous information | 485 -- |
| -- | Chapter 13 |
| Title | Repeated Measures Analysis -- |
| Miscellaneous information | 13.2 |
| Title | Single-Group Repeated Measures |
| Miscellaneous information | 496 -- |
| -- | 13.3 |
| Title | Multivariate Test Statistic for Repeated Measures |
| Miscellaneous information | 497 -- |
| -- | 13.4 |
| Title | Assumptions in Repeated Measures Analysis |
| Miscellaneous information | 500 -- |
| -- | 13.5 |
| Title | Computer Analysis of the Drug Data |
| Miscellaneous information | 502 -- |
| -- | 13.6 |
| Title | Post Hoc Procedures in Repeated Measures Analysis |
| Miscellaneous information | 506 -- |
| -- | 13.7 |
| Title | Should We Use the Univariate or Multivariate Approach? |
| Miscellaneous information | 509 -- |
| -- | 13.8 |
| Title | Sample Size for Power = .80 in Single-Sample Case |
| Miscellaneous information | 510 -- |
| -- | 13.9 |
| Title | Multivariate Matched Pairs Analysis |
| Miscellaneous information | 512 -- |
| -- | 13.10 |
| Title | One Between and One Within Factor -- A Trend Analysis |
| Miscellaneous information | 512 -- |
| -- | 13.11 |
| Title | Post Hoc Procedures for the One Between and One Within Design |
| Miscellaneous information | 519 -- |
| -- | 13.12 |
| Title | One Between and Two Within Factors |
| Miscellaneous information | 521 -- |
| -- | 13.13 |
| Title | Two Between and One Within Factors |
| Miscellaneous information | 526 -- |
| -- | 13.14 |
| Title | Two Between and Two Within Factors |
| Miscellaneous information | 532 -- |
| -- | 13.15 |
| Title | Totally Within Designs |
| Miscellaneous information | 532 -- |
| -- | 13.16 |
| Title | Planned Comparisons in Repeated Measures Designs |
| Miscellaneous information | 534 -- |
| -- | 13.17 |
| Title | Profile Analysis |
| Miscellaneous information | 536 -- |
| -- | 13.18 |
| Title | Doubly Multivariate Repeated Measures Designs |
| Miscellaneous information | 538 -- |
| -- | Chapter 14 |
| Title | Categorical Data Analysis: The Log Linear Model -- |
| Miscellaneous information | 14.2 |
| Title | Sampling Distributions: Binomial and Multinomial |
| Miscellaneous information | 561 -- |
| -- | 14.3 |
| Title | Two Way Chi Square -- Log Linear Formulation |
| Miscellaneous information | 564 -- |
| -- | 14.4 |
| Title | Three-Way Tables |
| Miscellaneous information | 567 -- |
| -- | 14.5 |
| Title | Model Selection |
| Miscellaneous information | 576 -- |
| -- | 14.6 |
| Title | Collapsibility |
| Miscellaneous information | 578 -- |
| -- | 14.7 |
| Title | Odds (Cross-Product) Ratio |
| Miscellaneous information | 582 -- |
| -- | 14.8 |
| Title | Normed Fit Index and Residual Analysis |
| Miscellaneous information | 583 -- |
| -- | 14.9 |
| Title | Residual Analysis |
| Miscellaneous information | 584 -- |
| -- | 14.10 |
| Title | Cross-Validation |
| Miscellaneous information | 585 -- |
| -- | 14.11 |
| Title | Higher Dimensional Tables -- Model Selection -- |
| Miscellaneous information | 14.12 |
| Title | Contrasts for the Log Linear Model |
| Miscellaneous information | 586 -- |
| -- | 14.13 |
| Title | Log Linear Analysis for Ordinal Data |
| Miscellaneous information | 590 -- |
| -- | 14.14 |
| Title | Sampling and Structural (Fixed) Zeros |
| Miscellaneous information | 595 -- |
| -- | Appendix |
| Title | A Statistical Tables |
| Miscellaneous information | 614 -- |
| -- | Appendix B |
| Title | Data Sets |
| Miscellaneous information | 634 -- |
| -- | Appendix C |
| Title | Obtaining Nonorthogonal Contrasts in Repeated Measures Designs |
| Miscellaneous information | 653. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | CD-ROM contains: Data sets. |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Πολυμεταβλητή ανάλυση. |
| 9 (RLIN) | 11196 |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Κοινωνικές επιστήμες |
| General subdivision | Στατιστικές μέθοδοι |
| 9 (RLIN) | 692 |
| 655 #0 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Ηλεκτρονικά βιβλία |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=63477 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Electronic Resource |
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