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How does the action handle variables with a high number of unique values?

The 'distinctCountLimit' parameter (default: 10000) sets a threshold for the number of distinct values. If this limit is exceeded, the 'misraGries' parameter (default: True) determines whether to use the Misra-Gries algorithm to estimate the frequency distribution or to abort the operation.

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On: analyzeMissingPatterns

What does the 'powerAdj' parameter do?

When set to True, the 'powerAdj' parameter adjusts the number of groups to ensure the Hosmer and Lemeshow test maintains adequate statistical power, which can be useful when the number of observations is low.

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On: logisticLackfit

How can I limit the number of distinct groupings returned by the groupBy action?

You can limit the number of distinct groupings by using the 'resultLimit' parameter, which specifies the maximum number of distinct groupings to return. It accepts an integer value.

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On: groupBy

What estimation methods can be used with the caEffect action?

You can specify the estimation method using the 'method' parameter. The available options are 'AIPW' (Augmented Inverse Probability Weighting), 'IPW' (Inverse Probability Weighting), 'REGADJ' (Regression Adjustment), and 'TMLE' (Targeted Maximum Likelihood Estimation).

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On: caEffect

What is the purpose of the spc.mChart action?

The spc.mChart action produces charts of subgroup medians, which are used to analyze the central tendency of a process.

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On: mChart