DNNSIM
Single-Index Neural Network for Skewed Heavy-Tailed Data
v0.1.1
·
Jan 7, 2025
·
GPL (>= 3)
Description
Provides a deep neural network model with a monotonic increasing single index function tailored for periodontal disease studies. The residuals are assumed to follow a skewed T distribution, a skewed normal distribution, or a normal distribution. More details can be found at Liu, Huang, and Bai (2024) <doi:10.1016/j.csda.2024.108012>.
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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
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0.1.1
Mar 10, 2026