HOME > Detail View

Detail View

SPSS for intermediate statistics : use and interpretation 3rd ed

SPSS for intermediate statistics : use and interpretation 3rd ed (Loan 27 times)

Material type
단행본
Personal Author
Leech, Nancy L. Barrett, Karen Caplovitz. Morgan, George A. (George Arthur), 1936-.
Title Statement
SPSS for intermediate statistics : use and interpretation / Nancy L. Leech, Karen C. Barrett, George A. Morgan.
판사항
3rd ed.
Publication, Distribution, etc
New York :   L. Erlbaum Associates :   Psychology Press,   c2008.  
Physical Medium
xii, 270 p. : ill. ; 28 cm.+ 1 CD-ROM (4 3/4 in.).
ISBN
9780805862676 (alk. paper) 0805862676 (alk. paper)
Content Notes
Introduction and review of basic statistics with SPSS variables -- Research hypotheses and research questions -- A sample research problem : the modified high school and beyond study -- Research questions for the modified HSB study -- Frequency distributions -- Levels of measurement -- Descriptive statistics -- Conclusions about measurement and the use of statistics -- The normal curve -- Data coding and exploratory analysis (EDA) -- Rules for data coding -- Exploratory data analysis (EDA) -- Statistical assumptions -- Checking for errors and assumptions with ordinal and scale variables -- Using tables and figures for EDA -- Transforming variables -- Several measures of reliability -- Problem 4.1: Cronbachs alpha for the motivation scale -- Problems 4.2 & 4.3: Cronbachs alpha for the competence and pleasure scales -- Problem 4.4: test-retest reliability using correlation -- Problem 4.5: Cohens kappa with nominal data -- Exploratory factor analysis and principal components analysis -- Problem 5.1: factor analysis on math attitude variables -- Problem 5.2: principal components analysis on achievement variables -- Selecting and interpreting inferential statistics -- Selection of inferential statistics -- The general linear model -- Interpreting the results of a statistical test -- An example of how to select and interpret inferential statistics -- Review of writing about your outputs -- Multiple regression -- Problem 6.1: using the simultaneous method to compute multiple regression -- Problem 6.2: simultaneous regression correcting multicollinearity -- Problem 6.3: hierarchical multiple linear regression -- Logistic regression and discriminant analysis -- Problem 7.1: logistic regression -- Problem 7.2: hierarchical logistic regression -- Problem 7.3: discriminant analysis (da) -- Factorial anova and ancova -- Problem 8.1: factorial (2-way) anova -- Problem 8.2: post hoc analysis of a significant interaction -- Problem 8.3: analysis of covariance (ancova) -- Repeated measures and mixed anovas -- The product data set -- Problem 9.1: repeated measures anova -- Problem 9.2: the friedman nonparametric test for several related samples -- Problem 9.3: mixed anova -- Multivariate analysis of variance -- Problem 10.1: GLM single-factor multivariate analysis of variance -- Problem 10.2: GLM two-factor multivariate analysis of variance -- Problem 10.3: mixed manova -- Problem 10.4: canonical correlation -- Multilevel linear modeling/hierarchical linear modeling -- Problem 11.1: unconditional level 1 repeated measures model -- Problem 11.2: repeated measures with level 2 predictor -- Problem 11.3: unconditional individuals-nested-in-schools model -- Problem 11.4: conditional individuals-nested-in-schools model with level 1 covariate.
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
SPSS for Windows. SPSS (Computer file) Social sciences -- Statistical methods -- Computer programs.
000 03978camuu2200325 a 4500
001 000045413158
005 20110215102550
008 070402s2008 nyua b 001 0 eng
010 ▼a 2007013984
020 ▼a 9780805862676 (alk. paper)
020 ▼a 0805862676 (alk. paper)
035 ▼a (KERIS)REF000013111446
040 ▼a DLC ▼c DLC ▼d YDX ▼d BTCTA ▼d BAKER ▼d YDXCP ▼d DLC ▼d 211009 ▼d 211010
050 0 0 ▼a HA32 ▼b .L444 2008
082 0 0 ▼a 005.5/5 ▼2 22
090 ▼a 005.55 ▼b L483s3
100 1 ▼a Leech, Nancy L.
245 1 0 ▼a SPSS for intermediate statistics : ▼b use and interpretation / ▼c Nancy L. Leech, Karen C. Barrett, George A. Morgan.
250 ▼a 3rd ed.
260 ▼a New York : ▼b L. Erlbaum Associates : ▼b Psychology Press, ▼c c2008.
300 ▼a xii, 270 p. : ▼b ill. ; ▼c 28 cm.+ ▼e 1 CD-ROM (4 3/4 in.).
504 ▼a Includes bibliographical references and index.
505 0 ▼a Introduction and review of basic statistics with SPSS variables -- Research hypotheses and research questions -- A sample research problem : the modified high school and beyond study -- Research questions for the modified HSB study -- Frequency distributions -- Levels of measurement -- Descriptive statistics -- Conclusions about measurement and the use of statistics -- The normal curve -- Data coding and exploratory analysis (EDA) -- Rules for data coding -- Exploratory data analysis (EDA) -- Statistical assumptions -- Checking for errors and assumptions with ordinal and scale variables -- Using tables and figures for EDA -- Transforming variables -- Several measures of reliability -- Problem 4.1: Cronbachs alpha for the motivation scale -- Problems 4.2 & 4.3: Cronbachs alpha for the competence and pleasure scales -- Problem 4.4: test-retest reliability using correlation -- Problem 4.5: Cohens kappa with nominal data -- Exploratory factor analysis and principal components analysis -- Problem 5.1: factor analysis on math attitude variables -- Problem 5.2: principal components analysis on achievement variables -- Selecting and interpreting inferential statistics -- Selection of inferential statistics -- The general linear model -- Interpreting the results of a statistical test -- An example of how to select and interpret inferential statistics -- Review of writing about your outputs -- Multiple regression -- Problem 6.1: using the simultaneous method to compute multiple regression -- Problem 6.2: simultaneous regression correcting multicollinearity -- Problem 6.3: hierarchical multiple linear regression -- Logistic regression and discriminant analysis -- Problem 7.1: logistic regression -- Problem 7.2: hierarchical logistic regression -- Problem 7.3: discriminant analysis (da) -- Factorial anova and ancova -- Problem 8.1: factorial (2-way) anova -- Problem 8.2: post hoc analysis of a significant interaction -- Problem 8.3: analysis of covariance (ancova) -- Repeated measures and mixed anovas -- The product data set -- Problem 9.1: repeated measures anova -- Problem 9.2: the friedman nonparametric test for several related samples -- Problem 9.3: mixed anova -- Multivariate analysis of variance -- Problem 10.1: GLM single-factor multivariate analysis of variance -- Problem 10.2: GLM two-factor multivariate analysis of variance -- Problem 10.3: mixed manova -- Problem 10.4: canonical correlation -- Multilevel linear modeling/hierarchical linear modeling -- Problem 11.1: unconditional level 1 repeated measures model -- Problem 11.2: repeated measures with level 2 predictor -- Problem 11.3: unconditional individuals-nested-in-schools model -- Problem 11.4: conditional individuals-nested-in-schools model with level 1 covariate.
650 0 ▼a SPSS for Windows.
650 0 ▼a SPSS (Computer file)
650 0 ▼a Social sciences ▼x Statistical methods ▼x Computer programs.
700 1 ▼a Barrett, Karen Caplovitz.
700 1 ▼a Morgan, George A. ▼q (George Arthur), ▼d 1936-.
945 ▼a KINS

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 005.55 L483s3 Accession No. 111547890 Availability Available Due Date Make a Reservation Service B M
No. 2 Location Main Library/Education Reserves(Health Science)/ Call Number 005.55 L483s3 Accession No. 141075700 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

1. Introduction and Review of Basic Statistics With SPSS. 2. Data Coding and Exploratory Analysis (EDA). 3. Several Measures of Reliability. 4. Exploratory Factor Analysis and Principal Components Analysis. 5. Selecting and Interpreting Inferential Statistics. 6. Multiple Regression. 7. Logistic Regression and Discriminant Analysis. 8. Factorial ANOVA and ANCOVA. 9. Repeated Measures and Mixed ANOVAs. 10. Multivariate Analysis of Variance (MANOVA) and Canonical Correlation. 11. Multilevel Linear Modeling/Hierarchical Linear Modeling.


Information Provided By: : Aladin

New Arrivals Books in Related Fields

이창현 (2021)