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Hasil Pencarian

Ditemukan 5 dokumen yang sesuai dengan query
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Lindley, D.V.
Bayesian statistics, a review
" A study of those statistical ideas that use a probability distribution over parameter space. The first part describes the axiomatic basis in the concept of coherence and the implications of this for sampling theory statistics. The second part discusses the use of Bayesian ideas in many branches of statistics ... "
Philadelphia: Society for Industrial and Applied Mathematics, 1995
e20451236
eBooks  Universitas Indonesia Library
cover
Koller, Daphne
Probabilistic graphical models : principles and techniques
Cambridge, UK: MIT Press, 2009
519.542 KOL p
Buku Teks SO  Universitas Indonesia Library
cover
Decision making with imperfect decision makers
" Prescriptive Bayesian decision making has reached a high level of maturity and is well-supported algorithmically. However, experimental data shows that real decision makers choose such Bayes-optimal decisions surprisingly infrequently, often making decisions that are badly sub-optimal. So prevalent is such imperfect decision-making that it should be accepted as an inherent feature of real decision makers living within interacting societies. To date such societies have been investigated from an economic and gametheoretic perspective, and even to a ... "
Berlin: [Springer, ], 2012
e20398180
eBooks  Universitas Indonesia Library
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Lee, Herbert K.H.
Bayesian nonparametrics via neural networks
" Bayesian Nonparametrics via Neural Networks is the first book to focus on neural networks in the context of nonparametric regression and classification, working within the Bayesian paradigm. Its goal is to demystify neural networks, putting them firmly in a statistical context rather than treating them as a black box. This approach is in contrast to existing books, which tend to treat neural networks as a machine learning algorithm instead of a statistical model. Once this ... "
Philadelphia: Society for Industrial and Applied Mathematics, 2004
e20448023
eBooks  Universitas Indonesia Library
cover
Irvina Kamalitha Zunaidi
Penentuan derajat keyakinan kualitas reservoir dengan penerapan metode Bayesian Hierarchical Softmax Regression = Determination of reservoir quality confidence level with the application of Bayesian Hierarchical Softmax Regression Method / Irvina Kamalitha Zunaidi
" ABSTRAK
Data bawah permukaan merupakan data yang sangat dibutuhkan dalam menentukan besar cadangan hidrokarbon di Indonesia. Selain itu, kualitas dari cadangan itu sendiri menentukan perkembangan industri migas kedepannya. Pemerintah telah secara agresif mendorong penggunaan gas alam dan saat ini pemerintah belum memiliki data mengenai cadangan gas secara efisien. Oleh karena itu, diperlukan penyusunan dalam manajemen data reservoir, khususnya reservoir gas. Penelitian ini menyajikan konsep sehingga pemerintah dapat dengan mudah melihat kualitas cadangan gas yang berasal dari ... "
2019
T54521
UI - Tesis Membership  Universitas Indonesia Library