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HAWAII STATE PUBLIC LIBRARY SYSTEM
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McCormick, Keith (Consultant), author.
Subjects
SPSS (Computer file)
Social sciences -- Statistical methods -- Computer programs.
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McCormick, Keith (Consultant), author.
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SPSS statistics for ...
MARC Display
SPSS statistics for data analysis and visualization / Keith McCormick, Jesus Salcedo with Jon Peck and Andrew Wheeler.
by
McCormick, Keith (Consultant), author.
Indianapolis, IN : John Wiley & Sons, Inc., c2017.
Subjects
SPSS (Computer file)
Social sciences -- Statistical methods -- Computer programs.
ISBN:
9781119003557 (paperback) :
1119003555 (paperback)
Description:
xxxviii, 490 pages : illustrations ; 24 cm
Contents:
Advanced statistics. Comparing and contrasting IBM SPSS AMOS with other multivariate techniques ; Monte Carlo simulation and IBM SPSS bootstrapping ; Regression with categorical outcome variables ; Building hierarchical linear models -- Data visualization. Take your data visualizations to the next level ; The code behind SPSS graphics: graphics production language ; Mapping in IBM SPSS statistics ; Geospatial analytics ; Perceptual mapping with correspondence analysis, GPL, and OMS ; Display complex relationships with multidimensional scaling -- Predictive analytics. SPSS statistics versus SPSS modeler: can I be a data miner using SPSS statistics? ; IBM SPSS data preparation ; Model complex interactions with IBM SPSS neural networks ; Powerful and intuitive: IBM SPSS decision trees ; Find patterns and make predictions with K nearest neighbors -- Syntax, data management, and programmability. Write more efficient and elegant code with SPSS syntax techniques ; Automate your analyses with SPSS syntax and the output management system ; Statistical extension commands.
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Summary:
Goes beyond the basics of SPSS Statistics to show users advanced techniques that exploit the full capabilities of SPSS, including extensive, in-depth discussion of advanced statistical techniques, data visualization, predictive analytics, and SPSS programming, including automation and integration with other languages like R and Python. --
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Hawaii State Library
Business, Science & Technology
005.55 Mc
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