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SPSS statistics for data analysis and visualization / Keith McCormick, Jesus Salcedo ; with Jon Peck and Andrew Wheeler.

By: McCormick, Keith (Consultant) [author.].
Contributor(s): Salcedo, Jesus [author.] | Peck, Jon [author.] | Wheeler, Andrew [author.].
Material type: materialTypeLabelBookPublisher: Indianapolis, IN : Wiley, 2017Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781119183426; 1119183421; 9781119005575; 1119005574; 9781119003663; 1119003660.Subject(s): SPSS (Computer file) | Social sciences -- Statistical methods -- Computer programs | COMPUTERS / Mathematical & Statistical SoftwareGenre/Form: Electronic books.DDC classification: 005.5/5 Online resources: Wiley Online Library
Contents:
Advanced Statistics -- 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 -- 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 -- 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 -- 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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Online resource; title from PDF title page (EBSCO, viewed May 23, 2017)

Advanced Statistics -- 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 -- 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 -- 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 -- 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.

Includes index.

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