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The copulaFit action estimates the parameters for a specified copula type. Copul...
The countregFitModel action analyzes regression models in which the dependent va...
The mbcScore action processes a model created by the mbcFit action and saved in ...
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.
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.
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.
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).
The spc.mChart action produces charts of subgroup medians, which are used to analyze the central tendency of a process.