APPROXIMATE BAYESIAN COMPUTATION DALAM MENGESTIMASI NILAI PARAMATER
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Bertha S Djahi(1)
universitas nusa cendana
(*) Corresponding Author
Keywords:
approximate, estimate
Abstract
This paper illustrates the use of approximate Bayesian computation for estimating the parameter values of the mathematical model. We showed that the method can be used to estimate parameter values of the model although an improvement is required to make the estimate better.
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References
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[2] BEAUMONT, M. A., ZHANG, W. & BALDING, D. J. 2002. Approximate Bayesian Computation in Population Genetics. Genetics, 162, 2025-2035.
[3] BRANDT, J. S., NOLTE, C. & AGRAWAL, A. 2016. Deforestation and timber production in Congo after implementation of sustainable forest management policy. Land Use Policy, 52, 15-22.
[4] GUERMEUR, Y. & LAUER, F. 2015. A Generic Approach to Biological Sequence Segmentation Problems: Application to Protein Secondary Structure Prediction. Pattern Recognition in Computational Molecular Biology. John Wiley & Sons, Inc.
[5] KOSLOWSKI, N., KLEIN, K., ARNOLD, K., KÖSTERS, M., SCHÜTZWOHL, M., SALIZE, H. J. & PUSCHNER, B. 2016. Effectiveness of interventions for adults with mild to moderate intellectual disabilities and mental health problems: systematic review and meta-analysis. The British Journal of Psychiatry.
[6] SUNNÅKER, M., BUSETTO, A. G., NUMMINEN, E., CORANDER, J., FOLL, M. & DESSIMOZ, C. 2013. Approximate Bayesian Computation. PLOS Computational Biology, 9, e1002803.
[7] TONI, T., WELCH, D., STRELKOWA, N., IPSEN, A. & STUMPF, M. P. H. 2009. Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems. Journal of The Royal Society Interface, 6, 187-202.
[8] VRIES, G. D., HILLEN, T., LEWIS, M., MULLER, J. & SCHONFISCH, B. 2006. A Course in Mathematical Biology: Quantitative Modeling with Mathematical and Computational Methods, USA, SIAM Mathematical Modeling and Computation.
Published
2016-04-30
How to Cite
Djahi, B. (2016). APPROXIMATE BAYESIAN COMPUTATION DALAM MENGESTIMASI NILAI PARAMATER. Jurnal MIPA - Penelitian Dan Pengembangan (JMIPA), 20(1), 12-16. Retrieved from https://ejurnal.undana.ac.id/index.php/MIPA/article/view/687
Section
Articles
