The regression-calibration method for fitting generalized linear models with additive measurement error Academic Article uri icon

abstract

  • We discuss and illustrate the method of simulation extrapolation for fitting models with additive measurement error. We present this discussion in terms of generalized linear models (GLMs) following the notation defined in Hardin and Carroll (2003). As in Hardin, Schmiediche, and Carroll (2003), our discussion includes specified measurement error and measurement error estimated by replicate error-prone proxies. In addition, we discuss and illustrate three extrapolant functions. Copyright 2003 by StataCorp LP.

published proceedings

  • Stata Journal

author list (cited authors)

  • Hardin, J. W., Schmeidiche, H., & Carroll, R. J.

complete list of authors

  • Hardin, James W||Schmeidiche, Henrik||Carroll, Raymond J

publication date

  • December 2003