ورقة بحثية
Recursive Estimation of a Discrete-Time Lotka-Volterra Predator-Prey Model = التقدير الشرطي المتكرر لنموذج لوتكه- فلتره للصائدة والمصطادة

Aggoun, Lakhdar.


 

Recursive Estimation of a Discrete-Time Lotka-Volterra Predator-Prey Model = التقدير الشرطي المتكرر لنموذج لوتكه- فلتره للصائدة والمصطادة

Aggoun, Lakhdar.

In this paper, using hidden Markov models, we estimate the number of individuals in a two-species (predator-prey) animal population using partial information provided by the so-called capture-recapture technique. Random samples of individuals are captured, tagged in some way and released. After some time other random samples are taken and the marked individuals are observed. Using this information, we estimate (recursively) the sizes of the two populations. Also, using the Expectation Maximization (EM) algorithm, the parameters of the model are updated.

In this paper, using hidden Markov models, we estimate the number of individuals in a two-species (predator-prey) animal population using partial information provided by the so-called capture-recapture technique. Random samples of individuals are captured, tagged in some way and released. After some...

مادة فرعية

المؤلف : Aggoun, Lakhdar.

بيانات النشر : Muscat، Sultanate of Oman : Sultan Qaboos Journal of Science، 2004مـ.

التصنيف الموضوعي : العلوم البحتة| .

المواضيع : Mathematics .

Statistics .

الرياضيات .

الإحصاء .

رقم الطبعة : 1

المصدر : Sultan Qaboos University : Muscat، Sultanate of Oman.

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