MTH 547/647: Applied Regression Analysis. So please use them. Textbook: Applied Linear Regression Models, 4-th Edition, by Michael H. S-Plus and Excel for the fitted values and residuals. Estimation of the.

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Statistical Notes Statistical Notes Our staff has put together the packages below. Please allow up to 15 seconds for the notes to load in your browser. Title Last Revision Comments 8/1/98 Based on Moore's The Active Practice of Statistics 1/11/06 Explains the different methods of testing group differences.

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Contains information on between-subjects, within-subjects, and mixed ANOVA, as well as their nonparametric equivalents. Includes sample SPSS code for all analyses.

11/13/07 Based on Cohen, Cohen, West, and Aiken's Applied Mulitiple Regression/Correlation Analysis for the Behavioral Sciences. Contains more theoretical detail and includes sample SPSS code. 8/1/98 Based on Neter, Kutner, Nachtsheim, & Wasserman's Applied Linear Statistical Models. Contains more mathematical detail and includes sample SAS code.

Also available: 5/14/01 Explains efficient ways of transforming data (including tips on getting normal distributions), as well as information about how to change the unit of analysis of a data set. Includes an overview of programming with arrays and loops in SPSS and SAS. 7/31/09 Describes procedures for quantitatively summarizing the results from mulitple studies. Focuses on d and r effect sizes. 5/9/01 Based on a class taught by Jamie DeCoster at the Free University Amsterdam. 3/16/10 Detailed notes on how to build and test a scale, including sections on validity and reliability analysis.

Also available: 4/12/02 Uses a flowchart to explain how to determine analysis for data from groups and dyads. Includes a section on how to calculate the intraclass correlation coefficient. 4/12/06 Describes several important references related to testing mediation.

Includes links to three mediation websites. Also available: 8/1/98 A basic theoretical introduction to exploratory and confirmatory factor analysis.

2/21/04 Explains how to perform and interpret the output of a number of different analyses in SPSS, including ANOVA, MANOVA, regression, logistic regression, and factor analysis. 8/15/12 Explains how to use the menus and syntax to perform basic data preparation in SPSS.

12/28/05 An overview of Excel 2003 features from the perspective of a researcher. Includes sections on formulas, importing and exporting files, and the Analysis Toolpak. 9/07/10 An overview of Excel 2007 and 2010 features from the perspective of a researcher.

Includes sections on formulas, importing and exporting files, and the Analysis Toolpak. 12/29/05 Explains how to use SPSS's Data Restructure procedure to easily transform data in univariate format (where each line corresponds to a trial) to multivariate format (where each line correspons to a subject). All of the above notes are in pdf format and can be read using Adobe Acrobat. Go to if you want to download a free copy of Acrobat Reader. Feel free to distribute copies of the notes to anyone you think might find them useful.

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