Advanced Data Preparation Using IBM SPSS Modeler (V16)

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Using Functions
Use date functions
Use conversion functions
Use string functions
Use statistical functions
Use missing value functions
Data Transformations
Use the Filler node to replace values
Use the Binning node to recode continuous fields
Use the Transform node to change a field´s distribution
Working with Sequence Data
Use cross-record functions
Use the Count mode in the Derive node
Use the Restructure node to expand a continuous field into a series of continuous fields
Use the Space-Time-Boxes node to work with geospatial and time data
Sampling Records
Use the Sample node to draw simple and complex samples
Draw complex samples
Partition the data into a training and a testing set
Reduce or boost the number of records
Improving Efficiency
Use database scalability by SQL pushback
Use the Data Audit node to process outliers and missing values
Use the Set Globals node
Use parameters
Use looping and conditional execution