Before execution, categorize your variable to ensure the experimental setup is valid:
: Use methods like PChclust (Principal Component Hierarchical Clustering) to summarize variance. A common threshold is to stop splitting branches if the first principal component explains more than 70% of the variance. mai.qiuyi.1.var
: Confirm the variable aligns with the overall research question and documented intermediate steps. Before execution, categorize your variable to ensure the
Ensure the integrity of the variable's role in the pipeline: mai.qiuyi.1.var
: Divide the variable into specific intervals that span the desired range.
: Factors kept the same throughout the experiment to ensure meaningful results. 2. Discretization and Restrictions
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