Other packages > Find by keyword >

DNNSIM  

Single-Index Neural Network for Skewed Heavy-Tailed Data
View on CRAN: Click here


Download and install DNNSIM package within the R console
Install from CRAN:
install.packages("DNNSIM")

Install from Github:
library("remotes")
install_github("cran/DNNSIM")

Install by package version:
library("remotes")
install_version("DNNSIM", "0.1.1")



Attach the package and use:
library("DNNSIM")
Maintained by
Qingyang Liu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-07
Latest Update: 2025-01-07
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>.
How to cite:
Qingyang Liu (2025). DNNSIM: Single-Index Neural Network for Skewed Heavy-Tailed Data. R package version 0.1.1, https://cran.r-project.org/web/packages/DNNSIM. Accessed 05 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited DNNSIM R package
View DNNSIM citation profile
Other R packages that DNNSIM depends, imports, suggests or enhances
Complete documentation for DNNSIM
Functions, R codes and Examples using the DNNSIM R package
Full DNNSIM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA