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An MLE method for finding LKB NTCP model parameters using Monte Carlo uncertainty estimates

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posted on 2024-11-15, 14:56 authored by Martin Carolan, Bradley ObornBradley Oborn, Kerwyn Foo, Annette Haworth, Sarah Gulliford, Martin A Ebert
The aims of this work were to establish a program to fit NTCP models to clinical data with multiple toxicity endpoints, to test the method using a realistic test dataset, to compare three methods for estimating confidence intervals for the fitted parameters and to characterise the speed and performance of the program.

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Citation

Carolan, M., Oborn, B., Foo, K., Haworth, A., Gulliford, S. & Ebert, M. A. (2014). An MLE method for finding LKB NTCP model parameters using Monte Carlo uncertainty estimates. Journal of Physics: Conference Series, 489 012087-1-012087-6.

Journal title

Journal of Physics: Conference Series

Volume

489

Issue

1

Language

English

RIS ID

88794

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