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Bayesian approaches in oncology using R and OpenBUGS / Atanu Bhattacharjee.

By: Material type: TextPublication details: FL : CRC Press, c2021.Edition: 1stDescription: 1 online resource : illustrations (black and white)ISBN:
  • 9781000330069 (ePub ebook) :
  • 9781000329988 (PDF ebook) :
  • 9781000330021 (Mobipocket ebook) :
  • 9780429329449 (ebook) :
Subject(s): Additional physical formats: Print version :: No titleDDC classification:
  • 519.542 23 BHA
Contents:
Part 1- Bayesian in Clinical Research Chapter 1- Introduction to R and Open BUGS Chapter 2- Sample size determination Chapter 3- Study Design-I Chapter 4- Study Design-II Chapter 5- Optimum Biological Dose Selection Part 2- Bayesian in Time-to-Event Data Analysis Chapter 6- Survival Analysis Chapter 7- Competing Risk Data Analysis Chapter 8- Frailty Data Analysis Chapter 9- Relative Survival Analysis Part 3- Bayesian in Longitudinal Data Analysis Chapter 10- Longitudinal Data Analysis Chapter 11- Missing Data Analysis Chapter 12- Joint Longitudinal and Survival Analysis Chapter 13- Covariance modelling Part 4- Bayesian in Diagnostics Test Statistics Chapter 14- Bayesian Inference in Mixed-Effect Model Chapter 15- Concordance Analysis Chapter 16- High Dimensional Data Analysis
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General Books CUTN Central Library Sciences Non-fiction 519.542 BHA (Browse shelf(Opens below)) Available 47484

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Part 1- Bayesian in Clinical Research Chapter 1- Introduction to R and Open BUGS Chapter 2- Sample size determination Chapter 3- Study Design-I Chapter 4- Study Design-II Chapter 5- Optimum Biological Dose Selection Part 2- Bayesian in Time-to-Event Data Analysis Chapter 6- Survival Analysis Chapter 7- Competing Risk Data Analysis Chapter 8- Frailty Data Analysis Chapter 9- Relative Survival Analysis Part 3- Bayesian in Longitudinal Data Analysis Chapter 10- Longitudinal Data Analysis Chapter 11- Missing Data Analysis Chapter 12- Joint Longitudinal and Survival Analysis Chapter 13- Covariance modelling Part 4- Bayesian in Diagnostics Test Statistics Chapter 14- Bayesian Inference in Mixed-Effect Model Chapter 15- Concordance Analysis Chapter 16- High Dimensional Data Analysis

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