icemelt-package {icemelt} | R Documentation |
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).
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
Soutrik Mandal, Suojin Wang and Samiran Sinha
Maintainer: Soutrik Mandal <mandals3@mail.nih.gov>
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.