Dr Milovan Krnjajic

BSc, MSc, PhD

Contact Details

Lecturer Above The Bar
------------------------
ADB-1005
Áras De Brún
School of Mathematics, Statistics and Applied Mathematics

T: Ext. 2327
E: milovan.krnjajic@nuigalway.ie
W: http://maths.nuigalway.ie/~milovan/
 
researcher

Biography

Research Interests

Applied statistical modeling; Bayesian nonparametric mixture models; Stochastic simulation; Applications in science, engineering, finance, medicine.

Peer Reviewed Journals

  Year Publication
(2014) 'Bayesian model comparison: Log scores and DIC'
Krnjajic, M,Draper, D (2014) 'Bayesian model comparison: Log scores and DIC'. Statistics & Probability Letters, 88 :9-14 [DOI] [Details]
(2011) '\it Bayesian nonparametrics [book review of \refcno 2722987]'
Krnjaji\'c (2011) '\it Bayesian nonparametrics [book review of \refcno 2722987]'. J. Amer. Statist. Assoc, 106 (496):1639-1641 [Details]
(2011) 'Review of the book Bayesian Nonparametrics by N. L. Hjort, C. Holmes, P. Müller, and S. Walker (eds.)'
Milovan Krnjajic (2011) 'Review of the book Bayesian Nonparametrics by N. L. Hjort, C. Holmes, P. Müller, and S. Walker (eds.)'. Journal Of The American Statistical Association, 106 (496) [Details]
(2009) 'Bayesian semiparametric modelling in quantile regression'
Kottas, Athanasios and Krnjaji\'c (2009) 'Bayesian semiparametric modelling in quantile regression'. Scand. J. Stat, 36 (2):297-319 [DOI] [Details]
(2009) 'Bayesian Nonparametric Modeling in Quantile Regression'
Kottas, Athanasios (2009) 'Bayesian Nonparametric Modeling in Quantile Regression'. Scandinavian Journal of Statistics, 36 (2):297-319 [Details]
(2008) 'Parametric and Nonparametric Bayesian Model Specification:A Case Study Involving Models for Count Data'
Kottas, Athanasios, Draper, David (2008) 'Parametric and Nonparametric Bayesian Model Specification:A Case Study Involving Models for Count Data'. Journal of Computational Statistics and Data Analysis, 52 (4):2110-2128 [Details]
(2008) 'Parametric and nonparametric Bayesian model specification: a case study involving models for count data'
Krnjaji\'c (2008) 'Parametric and nonparametric Bayesian model specification: a case study involving models for count data'. Comput. Statist. Data Anal, 52 (4):2110-2128 [DOI] [Details]
(2002) 'Active Alu elements are passed primarily through paternal germlinesA Case Study Involving Models for Count Data'
J. Jurka et al. (2002) 'Active Alu elements are passed primarily through paternal germlinesA Case Study Involving Models for Count Data'. Theoretical Population Biology, 61 (4):519-530 [Details]

Conference Publications

  Year Publication
(2013) Proceedings of AMSA 2013, Novosibirsk, Russia
Milovan Krnjajic, and David Draper (2013) Quantifying the Price of Uncertainty in Bayesian Models Proceedings of AMSA 2013, Novosibirsk, Russia [ARAN Link] [Details]
(2011) Proceedings of AMSA 2011, Novosibirsk, Russia
Draper, David (2011) Bayesian Model Specification: Some problems related to model choice and calibration Proceedings of AMSA 2011, Novosibirsk, Russia [ARAN Link] [Details]
(2007) Proceedings of the Fifth Congress on Forensic Engineering
L. Glascoe et al. (2007) Development and Application of a Fast-Running Toolto Characterize Shock Damage within Tunnel Structures Proceedings of the Fifth Congress on Forensic Engineering [Details]
(2007) Proceedings of the 2007 Joint Statistical Meetings, Seattle, WA
A. Kottas, M. Taddy (2007) Model-based approaches to nonparametric Bayesian quantile regression Proceedings of the 2007 Joint Statistical Meetings, Seattle, WA [Details]
(2005) Proc. American Statistic Assn. (ASA) Section on Bayesian Statistical Science, Minneapolis, 2005
Hanks B, McDowell C, (2005) Program quality with pair programming in CS1 Proc. American Statistic Assn. (ASA) Section on Bayesian Statistical Science, Minneapolis, 2005 [ARAN Link] [Details]
(2004) ACM SIGCSE Bulletin, 2004
G. Johannesson, F.K. Chow (2004) Sequential Monte-Carlo Based Framework for Dynamic Data-Driven Event Reconstructionfor Atmospheric Release ACM SIGCSE Bulletin, 2004 , pp.176-180 [Details]

Published Reports

  Year Publication
(2006) Technical Report on BNP models for quantile regression.
Milovan Krnjajic & Athanasios Kottas (2006) Technical Report on BNP models for quantile regression. University of California at Santa Cruz, Santa Cruz, California, USA. [Details]

Other Item

  Year Publication
(2007) Bayesian Model Specification. Technical Report, University of California at Santa Cruz, AMS2007-9.
Draper, David (2007) Bayesian Model Specification. Technical Report, University of California at Santa Cruz, AMS2007-9. Other Item [Details]
(2007) Multi-Layer Perceptrons and Support Vector Machines for Detection Problems with Low False Alarm Requirements. Technical Report, LLNL.
Chen B., Hickling T. et al. (2007) Multi-Layer Perceptrons and Support Vector Machines for Detection Problems with Low False Alarm Requirements. Technical Report, LLNL. Other Item [Details]