Bayesian approaches in oncology using R and OpenBUGS. (2020)

• Record Type: Book
• Further Information: Note: Atanu Bhattacharjee.
• Authors: Bhattacharjee, Atanu
• 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
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2020
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 519.542; Bayesian statistical decision theory; Cancer -- Research -- Statistical methods; Oncology -- Research -- Statistical methods; R (Computer program language) -- Statistical methods
• Languages: English
• ISBNs: 9781000330069; 9781000329988; 9781000330021; 9780429329449
• Related ISBNs: 9780367350505
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.