Other packages > Find by keyword >

ETASbootstrap  

Bootstrap Confidence Interval Estimation for 'ETAS' Model Parameters
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ETASbootstrap", "0.2.1")



Attach the package and use:
library("ETASbootstrap")
Maintained by
Renjie Peng
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-05-17
Latest Update: 2025-09-03
Description:
The 2-D spatial and temporal Epidemic Type Aftershock Sequence ('ETAS') Model is widely used to 'decluster' earthquake data catalogs. Usually, the calculation of standard errors of the 'ETAS' model parameter estimates is based on the Hessian matrix derived from the log-likelihood function of the fitted model. However, when an 'ETAS' model is fitted to a local data set over a time period that is limited or short, the standard errors based on the Hessian matrix may be inaccurate. It follows that the asymptotic confidence intervals for parameters may not always be reliable. As an alternative, this package allows the building of bootstrap confidence intervals based on empirical quantiles for the parameters of the 2-D spatial and temporal 'ETAS' model.
How to cite:
Renjie Peng (2023). ETASbootstrap: Bootstrap Confidence Interval Estimation for 'ETAS' Model Parameters. R package version 0.2.1, https://cran.r-project.org/web/packages/ETASbootstrap. Accessed 26 Jun. 2026.
Previous versions and publish date:
0.1.0 (2023-05-17 10:50), 0.2.0 (2024-06-09 23:50)
Other packages that cited ETASbootstrap R package
View ETASbootstrap citation profile
Other R packages that ETASbootstrap depends, imports, suggests or enhances
Complete documentation for ETASbootstrap
Functions, R codes and Examples using the ETASbootstrap R package
Full ETASbootstrap package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

infotheo  
Information-Theoretic Measures
Implements various measures of information theory based on several entropy estimators. ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
PoisBinOrdNor  
Data Generation with Poisson, Binary, Ordinal and Normal Components
Generation of multiple count, binary, ordinal and normal variables simultaneously given the marginal ...
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  
colormap  
Color Palettes using Colormaps Node Module
Allows to generate colors from palettes defined in the colormap module of 'Node.js'. (see ...
Download / Learn more Package Citations See dependency  
poptrend  
Estimate Smooth and Linear Trends from Population Count Survey Data
Functions to estimate and plot smooth or linear population trends, or population indices, from anim ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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