Other packages > Find by keyword >

binaryGP  

Fit and Predict a Gaussian Process Model with (Time-Series) Binary Response
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("binaryGP", "0.2")



Attach the package and use:
library("binaryGP")
Maintained by
Chih-Li Sung
[Scholar Profile | Author Map]
First Published: 2017-09-19
Latest Update: 2017-09-19
Description:
Allows the estimation and prediction for binary Gaussian process model. The mean function can be assumed to have time-series structure. The estimation methods for the unknown parameters are based on penalized quasi-likelihood/penalized quasi-partial likelihood and restricted maximum likelihood. The predicted probability and its confidence interval are computed by Metropolis-Hastings algorithm. More details can be seen in Sung et al (2017) .
How to cite:
Chih-Li Sung (2017). binaryGP: Fit and Predict a Gaussian Process Model with (Time-Series) Binary Response. R package version 0.2, https://cran.r-project.org/web/packages/binaryGP. Accessed 05 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited binaryGP R package
View binaryGP citation profile
Other R packages that binaryGP depends, imports, suggests or enhances
Complete documentation for binaryGP
Downloads during the last 30 days
04/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/03Downloads for binaryGP0102030405060TrendBars

Today's Hot Picks in Authors and Packages

BINCOR  
Estimate the Correlation Between Two Irregular Time Series
Estimate the correlation between two irregular time series that are not necessarily sampled on ident ...
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  
pdqr  
Work with Custom Distribution Functions
Create, transform, and summarize custom random variables with distribution functions (analogues of ...
Download / Learn more Package Citations See dependency  
rsvd  
Randomized Singular Value Decomposition
Low-rank matrix decompositions are fundamental tools and widely used for data analysis, dimension r ...
Download / Learn more Package Citations See dependency  
cape  
Combined Analysis of Pleiotropy and Epistasis for Diversity Outbred Mice
Combined Analysis of Pleiotropy and Epistasis infers predictive networks between genetic variants a ...
Download / Learn more Package Citations See dependency  
lifecourse  
Quantification of Lifecourse Fluidity
Provides in built datasets and three functions. These functions are mobility_index, nonStanTest and ...
Download / Learn more Package Citations See dependency  

24,187

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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