Browsing by Subject "Bayesian methods"

Now showing items 1-2 of 2

  • Bayesian methods in music modelling 

    Peeling, Paul (University of CambridgeDepartment of Engineering, 2011-03-15)
    This thesis presents several hierarchical generative Bayesian models of musical signals designed to improve the accuracy of existing multiple pitch detection systems and other musical signal processing applications whilst ...

  • Statistical issues in Mendelian randomization: use of genetic instrumental variables for assessing causal associations 

    Burgess, Stephen (University of CambridgeDepartment of Pure Mathematics and Mathematical StatisticsMRC Biostatistics Unit, 2012-03-06)
    Mendelian randomization is an epidemiological method for using genetic variation to estimate the causal effect of the change in a modifiable phenotype on an outcome from observational data. A genetic variant satisfying ...