SPSS Data Preparation 15 0 Manual 1st Edition by Inc Spss ISBN 978-0136137313 0136137318
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Product details:
ISBN 10: 0136137318
ISBN 13: 978-0136137313
Author: Inc. Spss
The SPSS Base 15.0 User’s Guide is a comprehensive reference for using SPSS for Windows®. At over 800 pages, the guide includes overviews of the interface and help section; editing, preparing, and transforming data; creating, handling, and transforming files; working with output and command syntax; performing a wide range of analysis techniques; creating charts and tables; customizing menus and toolbars; using the production and scripting facilities; and managing output.
Table of contents:
Part I: User’s Guide
1 Introduction to SPSS Data Preparation
Usage of Data Preparation Procedures.
2 Validation Rules
Load Predefined Validation Rules
Define Validation Rules.
Define Single-Variable Rules
Define Cross-Variable Rules
3 Validate Data
Validate Data Basic Checks.
Validate Data Single-Variable Rules
Validate Data Cross-Variable Rules
Validate Data Output
Validate Data Save
4 Identify Unusual Cases
Identify Unusual Cases Output
Identify Unusual Cases Save..
Identify Unusual Cases Missing Values.
Identify Unusual Cases Options.
DETECTANOMALY Command Additional Features..
5 Optimal Binning
Optimal Binning Output..
Optimal Binning Save
Optimal Binning Missing Values
Optimal Binning Options
OPTIMAL BINNING Command Additional Features.
Part II: Examples
6 Validate Data
Validating a Medical Database
Performing Basic Checks.
Copying and Using Rules from Another File.
Defining Your Own Rules
Cross-Variable Rules.
Case Report…
Summary
Related Procedures
7 Identify Unusual Cases
Identify Unusual Cases Algorithm…
Identifying Unusual Cases in a Medical Database.
Running the Analysis
Case Processing Summary
Anomaly Case Index List
Anomaly Case Peer ID List.
Anomaly Case Reason List.
Scale Variable Norms
Categorical Variable Norms.
Anomaly Index Summary
Reason Summary.
Scatterplot of Anomaly Index by Variable Impact.
Summary.
Related Procedures.
8 Optimal Binning
The Optimal Binning Algorithm
Using Optimal Binning to Discretize Loan Applicant Data
Running the Analysis
Descriptive Statistics.
Model Entropy.
Binning Summaries
Binned Variables
Applying Syntax Binning Rules.
Summary…
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Tags: Inc Spss, SPSS Data Preparation