Blar i NTNU Open på forfatter "Riebler, Andrea"
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Bayesian Inference for Disease Mapping: Comparing INLA and MCMC
Darkwah, John (Master thesis, 2016)Using maps to illustrate the distribution of a particular disease in geographical regions of interest is disease mapping. Disease mapping data falls within the framework of hierarchical model with counts in regions which ... -
Bayesian Meta-analysis
Guo, Jingyi (Doctoral theses at NTNU;2016:342, Doctoral thesis, 2016) -
BayMeth: improved DNA methylation quantification for affinity capture sequencing data using a flexible Bayesian approach
Riebler, Andrea; Menigatti, Mirco; Song, Jenny Z; Statham, Aaron L; Stirzaker, Clare; Mahmud, Nadiya; Mein, Charles A; Clark, Susan J; Robinson, Mark D (Journal article; Peer reviewed, 2014)Affinity capture of DNA methylation combined with high-throughput sequencing strikes a good balance between the high cost of whole genome bisulfite sequencing and the low coverage of methylation arrays. We present BayMeth, ... -
Comparing the ACER and POT MCMC Extreme Value Statistics Methods Through Analysis of Commodities Data
Rødvei, Kristoffer Kofoed (Master thesis, 2016)The Average Conditional Exceedance Rate and Peak Over Threshold Markov Chain Monte Carlo are two extreme value statistical methods, compared in this work. They are tested for both extrapolations and prediction intervals. ... -
Geostatistical Analysis of DHS Data: Accounting for Random Displacement of Survey Locations
Altay, Umut (Doctoral theses at NTNU;2023:184, Doctoral thesis, 2023) -
Joint spatio-temporal modelling of brain cancer incidence and mortality in Norway
Videng, Nan Amalie (Master thesis, 2020)I denne oppgaven modelleres bade insidens og dødelighet for hjernekreft i Norge over de siste 50 årene. Dette er gjort for å prøve å oppdage underliggende geografiske- og tidsmessige trender hos sykdommen. Insidens- og ... -
Robustifying Bayesian Hierarchical Models Using Intuitive Prior Elicitation
Hem, Ingeborg Gullikstad (Doctoral theses at NTNU;2021:215, Doctoral thesis, 2021) -
The impact of varying time scales on the quality of cancer projections based on the Bayesian age-period-cohort model
Attuquaye, James Korley (Master thesis, 2015)Projection of age-specific cancer incidence and mortality data play an integral role in planning and research. A wide range of methods used for these projections has been developed and put into practice. Many statistical ... -
Towards joint disease mapping using penalised complexity priors
Conjard, Maxime (Master thesis, 2016)This thesis goal is to assess whether penalized complexity priors can be used successfully in a joint disease modeling framework and have similar properties as when used for modeling only one disease. Penalized complexity ...