SPSS Data Preparation 15.0 Manual

SPSS Data PreparationTM 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