Mr Andrej Aderhold

  • Affiliate (School of Mathematics & Statistics)

telephone: 2233
email: Andrej.Aderhold@glasgow.ac.uk

Research interests

Publications

List by: Type | Date

Jump to: 2019 | 2017 | 2016 | 2015 | 2014
Number of items: 8.

2019

Grzegorczyk, M., Aderhold, A. and Husmeier, D. (2019) Overview and evaluation of recent methods for statistical inference of gene regulatory networks from time series data. In: Sanguinetti, G. and Huynh-Thu, V. A. (eds.) Gene Regulatory Networks: Methods and Protocols. Series: Methods in molecular biology (1883). Humana Press: New York, NY, pp. 49-94. (doi:10.1007/978-1-4939-8882-2_3)

2017

Aderhold, A., Husmeier, D. and Grzegorczyk, M. (2017) Approximate Bayesian inference in semi-mechanistic models. Statistics and Computing, 27(4), pp. 1003-1040. (doi:10.1007/s11222-016-9668-8)

Gao, H. , Aderhold, A., Mangion, K., Luo, X. , Husmeier, D. and Berry, C. (2017) Changes and classification in myocardial contractile function in the left ventricle following acute myocardial infarction. Journal of the Royal Society: Interface, 14(132), 20170203. (doi:10.1098/rsif.2017.0203) (PMID:28747397) (PMCID:PMC5550971)

Grzegorczyk, M., Aderhold, A. and Husmeier, D. (2017) Targeting Bayes factors with direct-path non-equilibrium thermodynamic integration. Computational Statistics, 32(2), pp. 717-761. (doi:10.1007/s00180-017-0721-7)

2016

Aderhold, A., Smith, V. A. and Husmeier, D. (2016) Biological network inference at multiple scales: from gene regulation to species interactions. In: Elloumi, M., Iliopoulos, C. S., Wang, J. T.L. and Zomaya, A. Y. (eds.) Pattern Recognition in Computational Molecular Biology. Series: Wiley series on bioinformatics: computational techniques and engineering. John Wiley & Sons: New Jersey, United States, pp. 525-554. ISBN 9781118893685

2015

Grzegorczyk, M., Aderhold, A. and Husmeier, D. (2015) Network Reconstruction with Realistic Models. In: 30th International Workshop on Statistical Modelling, Linz, Austria, 06-10 Jul 2015,

Grzegorczyk, M., Aderhold, A. and Husmeier, D. (2015) Inferring bi-directional interactions between circadian clock genes and metabolism with model ensembles. Statistical Applications in Genetics and Molecular Biology, 14(2), pp. 143-167. (doi:10.1515/sagmb-2014-0041) (PMID:25719342)

2014

Grzegorczyk, M., Aderhold, A., Smith, V. A. and Husmeier, D. (2014) Inference of circadian regulatory networks. In: Ortuno, F. and Rojas, I. (eds.) International Work-Conference on Bioinformatics and Biomedical Engineering. Copicentro Granada S.L: Granada, pp. 1001-1014. ISBN 9788415814849

This list was generated on Tue Nov 19 04:57:11 2019 GMT.
Number of items: 8.

Articles

Aderhold, A., Husmeier, D. and Grzegorczyk, M. (2017) Approximate Bayesian inference in semi-mechanistic models. Statistics and Computing, 27(4), pp. 1003-1040. (doi:10.1007/s11222-016-9668-8)

Gao, H. , Aderhold, A., Mangion, K., Luo, X. , Husmeier, D. and Berry, C. (2017) Changes and classification in myocardial contractile function in the left ventricle following acute myocardial infarction. Journal of the Royal Society: Interface, 14(132), 20170203. (doi:10.1098/rsif.2017.0203) (PMID:28747397) (PMCID:PMC5550971)

Grzegorczyk, M., Aderhold, A. and Husmeier, D. (2017) Targeting Bayes factors with direct-path non-equilibrium thermodynamic integration. Computational Statistics, 32(2), pp. 717-761. (doi:10.1007/s00180-017-0721-7)

Grzegorczyk, M., Aderhold, A. and Husmeier, D. (2015) Inferring bi-directional interactions between circadian clock genes and metabolism with model ensembles. Statistical Applications in Genetics and Molecular Biology, 14(2), pp. 143-167. (doi:10.1515/sagmb-2014-0041) (PMID:25719342)

Book Sections

Grzegorczyk, M., Aderhold, A. and Husmeier, D. (2019) Overview and evaluation of recent methods for statistical inference of gene regulatory networks from time series data. In: Sanguinetti, G. and Huynh-Thu, V. A. (eds.) Gene Regulatory Networks: Methods and Protocols. Series: Methods in molecular biology (1883). Humana Press: New York, NY, pp. 49-94. (doi:10.1007/978-1-4939-8882-2_3)

Aderhold, A., Smith, V. A. and Husmeier, D. (2016) Biological network inference at multiple scales: from gene regulation to species interactions. In: Elloumi, M., Iliopoulos, C. S., Wang, J. T.L. and Zomaya, A. Y. (eds.) Pattern Recognition in Computational Molecular Biology. Series: Wiley series on bioinformatics: computational techniques and engineering. John Wiley & Sons: New Jersey, United States, pp. 525-554. ISBN 9781118893685

Grzegorczyk, M., Aderhold, A., Smith, V. A. and Husmeier, D. (2014) Inference of circadian regulatory networks. In: Ortuno, F. and Rojas, I. (eds.) International Work-Conference on Bioinformatics and Biomedical Engineering. Copicentro Granada S.L: Granada, pp. 1001-1014. ISBN 9788415814849

Conference Proceedings

Grzegorczyk, M., Aderhold, A. and Husmeier, D. (2015) Network Reconstruction with Realistic Models. In: 30th International Workshop on Statistical Modelling, Linz, Austria, 06-10 Jul 2015,

This list was generated on Tue Nov 19 04:57:11 2019 GMT.

Research datasets

Jump to: 2016
Number of items: 2.

2016

Aderhold, A., Husmeier, D. and Grzegorczyk, M. (2016) Approximate Bayesian inference in semi-mechanistic models. [Data Collection]

Aderhold, A., Husmeier, D. and Grzegorczyk, M. (2016) Hierarchical Bayesian Regression (HBR) and Analytic Gradient Calculation (GCGP). [Data Collection]

This list was generated on Tue Nov 19 04:57:12 2019 GMT.