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Journal : Statistika

Model Multinomial Bayesian Network pada Data Simulasi Curah Hujan Nanda Arista Rizki; Syaripuddin Syaripuddin; Sri Wahyuningsih
STATISTIKA: Forum Teori dan Aplikasi Statistika Vol 12, No 2 (2012)
Publisher : Program Studi Statistika Unisba

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29313/jstat.v12i2.1062

Abstract

Bayesian Networks is one of simple Probabilistic Graphical Models are built from theory of bayesprobability and graph theory. Probability theory Is directly related to data while graph theory directlyrelated to the form representation to be obtained. Multinomial Bayesian Network method is onemethod that involves the influence of spatial linkages suggest a link between rainfall observationstations. The objective of this study was seek the result of the model probabilistic a graphMultinomial Bayesian Network and apply it in forecasting with Oldeman classification based on oneor two rainfall stations are known. This research uses simulated data for 14 stations respectively each300 sets of data. The data generated is normal distribution of data based on parameters that havebeen determined and classified using the classification Oldeman. Bayesian Network structureconstructed using the K2 algorithm. Markov chain transition matrix is formed based on the Bayesianof the nodes are directional. Model of Multinomial Bayesian Network was established based onMarkov transition matrices. The result of probability model can predict the probability of rainfall insome stations based on one or two rainfall stations are known, which is a model graph with 14 nodesand 13 arcs.
Co-Authors A'yun, Qonita Qurrota Abdi Wijaya, Abdi Abdul Haris Abidah, Abidah Adawiyah, Rabbiatul Akhmad Syahroni Ali Murtadho Emzaed Alima, Isna Aminah, Esse Amir, A M Nur Atma Andi Wawan Mulyawan, Andi Wawan Anggraini, Dewi Susi Arifin Arifin Aryo Hartanto Aribowo Asmaidi Asmaidi Auliya Rahman A’yun, Qonita Qurrota Cahyadi, Aldy Fradana Mahaputra Chairunnisa, Niken Harel Cut Muthiadin Dala, Maria Alensia Deltin Darnah, Darnah Desy Arum Sunarta Dewi, Isma Dimas Raditya Elvita, Melati Erlina Erlina Fachry Abda El Rahman Fakhrurazi, Fakhrurazi Farha, Izzaty Fatmawati, Fatmawati Fauzi, Andri Azmul Ferry Budhi Susetyo Fidia Deny Tisna Amijaya Gusti Ketut Alit Suputra Hardina Sandariria Ika Purnamasari Khaeriyah, Hamzah Khoirunnisa, Kori Manggiri, Itsar Mashuri, Arif Memi Nor Hayati Moh. Nurul Huda, Moh. Nurul Mohammad WIJAYA Muhammad Jamil Barambangi Muhammad Wiharto Mulyadi, Taqriri Kamal Munawarah Munawarah, Munawarah Munfaati, Rafika Husnia Mushalifah, Mushalifah Mustika, Anggi Winda Nana Nirwana Nanda Arista Rizki Ningtyas, Retno Ayu Nofendri, Yos Oktavia, Vira Parmitasari, Rika Dwi Ayu Permatasari, Welly Dona Pridiptama, Raka Putra Purnamasari Putri, Annisa Amalia Putri, Desi Febriani Rahma Wati Rahmat, Mustiwal Ramadhan, Rizal Furqan Raming, Indriasri Rinaldi, Rival Rito Goejantoro, Rito Saderisa, Saderisa Sahputra, Dimas Raditya Said Said, Said Saifannur, Saifannur Sam, Faza Syahrudin Sapa, Nasrullah Bin Saputri, Nola Febriana Simahatie, Mai Siradjuddin, Siradjuddin Sitti Harisah Sri Wigantono Suciati, Rara SUHERI, EDI Sulaiman Hamzani Sumantri Mangkuwinata, Denny Suyanto Suyanto Tengku Riza Zarzani N Tulzahrah, Shanaz Tumilaar, Rinancy Wasono, Wasono Wulandari Wulandari Yuki Novia Nasution, Yuki Novia Yumna, Munadya Yusak, Monica Yeyen Zainuddin Iba