Learn R Programming

⚠️There's a newer version (1.2.0) of this package.Take me there.

hcci (version 1.0.0)

Interval estimation for the parameters of linear models with heteroskedasticity (Wild Bootstrap)

Description

This package calculates the interval estimates for the parameters of linear models heteroscedastic regression using bootstrap - (Wild Bootstrap) and double bootstrap-t (Wild Bootstrap). It is also possible to calculate confidence intervals using the percentile bootstrap and percentile bootstrap double. It is possible to calculate consistent estimates of the covariance matrix of the parameters of linear regression models with heteroskedasticity of unknown form. The package also provides function to calculate consistently the covariance matrix of the parameters of linear models with heteroskedasticity of unknown form.

Copy Link

Version

Install

install.packages('hcci')

Monthly Downloads

273

Version

1.0.0

License

GPL (>= 2)

Maintainer

Pedro Rafael Diniz Marinho

Last Published

February 22nd, 2014

Functions in hcci (1.0.0)

Pboot

Percentile Bootstrap Confidence Interval (Wild Bootstrap) - Linear Models Heteroskedasticity
Tboot

Bootstrap-t Confidence Interval (Wild Bootstrap) - Linear Models Heteroskedasticity
hcci-package

Interval estimation for the parameters of linear models with heteroskedasticity of unknown form using bootstrap-t and percentile bootstrap and schemes of the double bootstrap.
HC

Covariance Matrix - (HC0, HC2, HC3, HC4 and HC5)
schools

US Expenditures for Public Schools