SPSS Data Preparation 15.0 Manual

SPSS Data Preparation™ 15.0......Page 1
Table of Contents......Page 5
User's Guide......Page 9
Usage of Data Preparation Procedures......Page 11
Load Predefined Validation Rules......Page 12
Define Single-Variable Rules......Page 13
Define Cross-Variable Rules......Page 16
3. Validate Data......Page 18
Validate Data Basic Checks......Page 20
Validate Data Single-Variable Rules......Page 21
Validate Data Cross-Variable Rules......Page 22
Validate Data Output......Page 23
Validate Data Save......Page 24
4. Identify Unusual Cases......Page 26
Identify Unusual Cases Output......Page 28
Identify Unusual Cases Save......Page 29
Identify Unusual Cases Missing Values......Page 30
Identify Unusual Cases Options......Page 31
DETECTANOMALY Command Additional Features......Page 32
5. Optimal Binning......Page 33
Optimal Binning Output......Page 35
Optimal Binning Save......Page 36
Optimal Binning Missing Values......Page 37
Optimal Binning Options......Page 38
OPTIMAL BINNING Command Additional Features......Page 39
Examples......Page 40
Performing Basic Checks......Page 41
Copying and Using Rules from Another File......Page 44
Defining Your Own Rules......Page 55
Cross-Variable Rules......Page 60
Summary......Page 61
Related Procedures......Page 62
Identifying Unusual Cases in a Medical Database......Page 63
Running the Analysis......Page 64
Case Processing Summary......Page 68
Anomaly Case Index List......Page 69
Anomaly Case Peer ID List......Page 70
Anomaly Case Reason List......Page 71
Scale Variable Norms......Page 72
Categorical Variable Norms......Page 73
Anomaly Index Summary......Page 74
Scatterplot of Anomaly Index by Variable Impact......Page 75
Summary......Page 77
Related Procedures......Page 78
Using Optimal Binning to Discretize Loan Applicant Data......Page 79
Running the Analysis......Page 80
Descriptive Statistics......Page 83
Binning Summaries......Page 84
Applying Syntax Binning Rules......Page 88
Summary......Page 90
Index......Page 91