most citedFitting Semiparametric Cumulative Probability Models for Big Data

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stat.CO2022★ 1 cited

Fitting Semiparametric Cumulative Probability Models for Big Data

Chun Li, Guo Chen, Bryan E. Shepherd

Cumulative probability models (CPMs) are a robust alternative to linear models for continuous outcomes. However, they are not feasible for very large datasets due to elevated runni…