High dimensional structured additive regression models : Bayesian regularization, smoothing and predictive performance /

Míreanna Comhchosúla

• Markov chain Monte Carlo : stochastic simulation for Bayesian inference.
  le: Gamerman, Dani.
  Foilsithe: (2006)
• Fast Bayesian analysis of spatial dynamic factor models for multitemporal remotely sensed imagery /
• Network-based genomic discovery : Application and comparison of Markov random-field models /
  le: Wei, Peng.
• Bayesian gene set analysis for identifying significant biological pathways /
• Approximate Bayesian computation using indirect inference /
  le: Drovandi, Christopher C.