icemelt-package {icemelt}R Documentation

Parameter Estimation in Linear Transformation Model with Interval-Censored Data and Covariate Measurement Error

Description

Estimates the parameters of the semiparametric linear transformation model using imputation method, naive method and regression calibration method when time-to-event is interval-censored and a covariate is measured with error. A right censoring indicator must be available. The methods implemented in this package can be found in Mandal, S., Wang, S. and Sinha, S. (2019+). Analysis of Linear Transformation Models with Covariate Measurement Error and Interval Censoring. (accepted, Statistics In Medicine).

Details

The DESCRIPTION file:

Package: icemelt
Type: Package
Title: Parameter Estimation in Linear Transformation Model with Interval-Censored Data and Covariate Measurement Error
Version: 1.0
Date: 2019-07-01
Author: Soutrik Mandal, Suojin Wang and Samiran Sinha
Maintainer: Soutrik Mandal <mandals3@mail.nih.gov>
Description: Estimates the parameters of the semiparametric linear transformation model using imputation method, naive method and regression calibration method when time-to-event is interval-censored and a covariate is measured with error. A right censoring indicator must be available. The methods implemented in this package can be found in Mandal, S., Wang, S. and Sinha, S. (2019+). Analysis of Linear Transformation Models with Covariate Measurement Error and Interval Censoring. (accepted, Statistics In Medicine).
License: GPL(>=2)
Imports: survival(>= 2.39-5)

Index of help topics:

icemelt-package         Parameter Estimation in Linear Transformation
                        Model with Interval-Censored Data and Covariate
                        Measurement Error
im                      Parameter Estimation in Linear Transformation
                        Model with Interval-censored Data and Covariate
                        Measurement Error
imw1                    Parameter Estimation in Linear Transformation
                        Model with Interval-censored Data and Covariate
                        Measurement Error
nv                      Parameter Estimation in Linear Transformation
                        Model with Interval-censored Data and Covariate
                        Measurement Error
rc                      Parameter Estimation in LTM using Regression
                        Calibration with Interval-censored Data and
                        Measurement Error
rcw1                    Parameter Estimation in LTM using Regression
                        Calibration with Interval-censored Data and
                        Measurement Error

Author(s)

Soutrik Mandal, Suojin Wang and Samiran Sinha

Maintainer: Soutrik Mandal <mandals3@mail.nih.gov>

References

Mandal, S., Wang, S. and Sinha, S. (2019+). Analysis of Linear Transformation Models with Covariate Measurement Error and Interval Censoring. (accepted, Statistics In Medicine) L'ecuyer, P., (1988). Efficient and portable combined random number generators. Communications of the ACM, 31(6), pp.742-751.


[Package icemelt version 1.0 Index]