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03/08/2023
Rank Intraclass Correlation for Clustered Data
Clustered data are common in biomedical research. Observations in the sa...
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07/18/2022
Analyzing Clustered Continuous Response Variables with Ordinal Regression Models
Continuous response variables often need to be transformed to meet regre...
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07/13/2022
Fitting Semiparametric Cumulative Probability Models for Big Data
Cumulative probability models (CPMs) are a robust alternative to linear ...
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07/06/2022
Addressing Detection Limits with Semiparametric Cumulative Probability Models
Detection limits (DLs), where a variable is unable to be measured outsid...
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06/29/2022
Asymptotic Properties for Cumulative Probability Models for Continuous Outcomes
Regression models for continuous outcomes often require a transformation...
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03/10/2019
Multinomial Random Forests: Fill the Gap between Theoretical Consistency and Empirical Soundness
Random forests (RF) are one of the most widely used ensemble learning me...
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03/01/2018