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What is the difference between the 'IPW', 'REGADJ', and 'AIPW' methods?

'IPW' requires observed outcome values and predicted treatment probabilities. 'REGADJ' requires predicted counterfactual outcome values. 'AIPW' is a doubly robust method that requires observed outcomes, predicted treatment probabilities, and predicted counterfactual outcomes.

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On: caEffect

What is the 'dataSourceOptions' subparameter in 'modelTable' used for?

The 'dataSourceOptions' subparameter (aliases: 'options', 'dataSource') within 'modelTable' is used to specify various data source options for the input model table.

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On: forestCode

What is the primary purpose of the factmac action?

The factmac action is designed to learn a factorization machine model.

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On: factmac

What are the options for the 'fmtSearch' parameter?

The 'fmtSearch' parameter specifies how the new format library is added to the session's format search order. The options are: 'APPEND' (adds it to the end of the search list, default), 'INSERT' (adds it to the beginning of the search list), 'REPLACE' (replaces the entire search list with this library), and 'NONE' (adds the library without modifying the search list).

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On: addFmtLib

How does the 'includeMissing' parameter affect the analysis?

When 'includeMissing' is set to True, which is the default, missing values are included in the determination of group-by values.

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On: mdSummary