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Statistical
Methods for Communication Science Andrew F. Hayes The |
Published by Taylor and Francis.
Click the cover image above to order.
Click here to view the table of contents and preface.
Here is a review of the book recently published in Mass Communication and Society.
Here is a review of the book recently published in The American Statistician.
From the back cover
Statistical Methods for Communication Science focuses exclusively on the use of statistics in communication research. Writing in a straightforward, personal style, author Andrew F. Hayes offers this accessible and thorough introduction to statistical methods, starting with the fundamentals of measurement and moving on to discuss such key topics as sampling procedures, probability, reliability, hypothesis testing, simple correlation and regression, multiple regression, and analyses of variance and covariance. Hayes takes readers through each topic with clear explanations and illustrations. He provides a multitude of examples, all set in the context of communication research, thus engaging readers directly and helping them to see the relevance and importance of statistics to the field of communication.
Highlights of the book include:
*clear, conversational, and engaging tone;
*thorough and balanced coverage of topics;
*integration of classical methods with modern "resampling"
approaches to inference;
*consideration of practical, "real world" issues;
*numerous examples and applications, all drawn from communication research;
*up-to-date information, with examples justifying use of various
techniques;
*a CD with macros, data sets, figures, and additional materials.
This unique book can be used as a stand-alone classroom text, a supplement to traditional research methods texts, or a useful reference manual. It will be invaluable to students, faculty, researchers and practitioners in communication, and it will serve to advance the understanding and use of statistical methods throughout the discipline.
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Data files |
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SPSS data |
SPSS portable |
SAS transport |
STATA data |
Minitab data |
Excel |
ASCII |
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Alcohol |
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Censor |
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Methods |
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NES2000 |
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Ohio |
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rddusa |
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Sundar |
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Wtsc |
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For details on the variables in the these files, see
Appendix E |
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SPSS macro files |
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SPSS syntax |
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BOOTMEAN |
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BOOTDIFF |
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PERMREG |
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RANDGRP |
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HC3REG |
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AGREE MEANSAMP RSAMP |
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For instructions on the use of these macros, see Appendix F For additional macros, see below
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SPSS files for data extraction |
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SPSS syntax |
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NES2000 |
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Links to Free Software for Resampling
Miscellaneous Documents and Macros
Graphing Interactions: Dichotomous
by Quantitative (PDF)
Graphing Interactions: Quantitative
by Quantitative (PDF)
Sampling Animation (Powerpoint)
Randomization Test Animation (Powerpoint) (Note: a prior version had a minor computational error on one of the slides.)
Links
to some of my macros not found on the CD
An
SPSS macro that computes Krippendorff’s alpha for any level of measurement, any
number of judges
An
SPSS and SAS macro that implements various tests of mediation
in simple mediation models
Another
SPSS and SAS macro for testing indirect effects in multiple mediation models
For a PDF that documents some important errors in the book that
slipped through the
editorial process, click here.
To download all files on the CD (in ZIP
format), click here.