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Imam Wahyudi Indrawan, Imam Wahyudi
Department Of Forest Product, Faculty Of Forest And Environment, IPB University
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Journal : Communications in Science and Technology

 1 
Analyzing the profit-loss sharing contracts with Markov model Wahyudi, Imam; Sakti, Ali
Communications in Science and Technology Vol 1 No 2 (2016)
Publisher : Komunitas Ilmuwan dan Profesional Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21924/cst.1.2.2016.17

Abstract

The purpose of this paper is to examine how to use first order Markov chain to build a reliable monitoring system for the profit-loss sharing based contracts (PLS) as the mode of financing contracts in Islamic bank with censored continuous-time observations. The paper adopts the longitudinal analysis with the first order Markov chain framework. Laplace transform was used with homogenous continuous time assumption, from discretized generator matrix, to generate the transition matrix. Various metrics, i.e.: eigenvalue and eigenvector were used to test the first order Markov chain assumption. Cox semi parametric model was used also to analyze the momentum and waiting time effect as non-Markov behavior. The result shows that first order Markov chain is powerful as a monitoring tool for Islamic banks. We find that waiting time negatively affected present rating downgrade (upgrade) significantly. Likewise, momentum covariate showed negative effect. Finally, the result confirms that different origin rating have different movement behavior. The paper explores the potential of Markov chain framework as a risk management tool for Islamic banks. It provides valuable insight and integrative model for banks to manage their borrower accounts. This model can be developed to be a powerful early warning system to identify which borrower needs to be monitored intensively. Ultimately, this model could potentially increase the efficiency, productivity and competitiveness of Islamic banks in Indonesia. The analysis used only rating data. Further study should be able to give additional information about the determinant factors of rating movement of the borrowers by incorporating various factors such as contract-related factors, bank-related factors, borrower-related factors and macroeconomic factors.
Co-Authors . Muhran . Nurhasanah Abdul Azis Abdillah Abdullah khanif Achmad Heri Nurcahyo Adi Murdiono Adi, Danang S Adian Husaini Adies Kadir Aditya Nugroho Aditya Pangestu Halomoan Tampubolon agus irawan Ahmad Faizal Arifien Ahmad Ubaidillah ahmad yani Ahmad Zeintoro, Raka Akhmad Zaeni Al Haqi, M Nurul Hayyullah Al Mubarok, Ahmad Aly Syukron Aziz Ali Sakti, Ali Alief Ilhan Alif’uan Nur Reza Alvina Fidriyanti Amara Yulia Amara Yulia F.P Aminullah Aminullah, Aminullah Aminuyati Ana Toni Roby Candra Yudha Analistiani, Analistiani Anam, Ruiziq Khoirul Andi D Yunianti Andianto Anggreni, Dwi Shinta Angraeni, Novita Anis Fauzi, Anis Apri H Iswanto Apri Heri Iswanto Aprilyana, Putri Ayunda Arida Susilowati Iswanto Arif R. Harijadi Arifin, Ghaniyah Geulis Arifin, Muhammad Alif Nur Arkhano, Rachmanda Aquila Armansyah, Rendy Ary Iswahyudi Asep Hendra Supriatna Asep Maulana, Asep Ashari, Beni Athala Rania Insyra Atmawi DARWIS Augustina, Sarah Aura Tesalonika Hendriardani Ayu Sayekti, Mahendi Pasca Aziz Al Mubarok, Ahmad Aly Syukron Aziza Aulia Azzahra Azwardi Azwardi Bagus Pujo Sasongko Bahanawan, Adik Bahrul Rizal Bambang Suryadi, Bambang Bastian , A. Fandi Bastian, Achmad Fandi Berlinda Sayidah Imamah Bima Dwi Atmadja Budi Aribowo Ceng Asmarahman Chindy Kriswahyuni Chresta Awaliyah Suntana Corryanti Corryanti Damayanti, Emilia Davit Mahesa Handika Dede J. Sudrajat Dede Rohadi Deded Sarip Nawawi Dendi, Muhammad Denny Hermawan Dewi Pusparini Dewi Puspita Sari Dewi Syafitri Dhelittya Finaliyani Putri Dian Milvita Dicky Kristia Dinata Sinaga Dicky Triantoro Didin Hafidhuddin MS Donyuanalloh Azdy Dwi Astharini Efka Aris Rimbawanto Efrida Basri Efrida Basri Ella Orsita Adelia Endah Suhaendah Endhah Purwandari Erdy Santoso Erdy Santoso Erifmi Zahada Evayusvita Rustam, Evayusvita Evi Yunita Faiarudin Aulia Widadi Falah Alifudin Yusuf Fariha, Tushliha Ayyuni Fauzan Addinul Jihad Fauzi Febrianto Fauzi Lubis, Muhammad Helmi Febri Billiandro Sartono Fengky Satria Yoresta Fitra Nugraha Fitri Indriani Fuad Zainuri Futoshi Ishiguri G Santosa Gandana, Danny M Garfansa, Marchel Putra GUNTUR WICAKSONO Gustan Pari Gustan Pari H P, Agustin Hadi Sumitro, Wiwid Haidir Juna Hakim, Sri Wahyuni Hamid, Sofian Hanafi Hanafi Hanafi Hari Prastyo, Hari hariyanto, Jimy HENDRA KURNIA PULUNGAN, HENDRA KURNIA Henti Rosdayanti, Henti Herianto Siahaan Humaidi, Wildan Husaimah, Melly Husin, Azrina Husniyatus Salamah Zainiyati I Wayan Darmawan Ieke Wulan Ayu Imam Bukhori Indah Tri Wahyuni Indiastary, Diyas Intan Ainur Rohmah Irkham Ulil Albab Irsan ALIPRAJA Iskandar Z Siregar ISKANDAR ZULKARNAEN SIREGAR Ismia Rodlotul Jannah Iswahyudi Iswahyudi Jajang Suryana Jamaludin Malik Jamaludin Malik Jamilatul Uyun Jun Tanabe Karliati, Tati Karlinasari, Rinda Kazuko Makino Kazuya Iizuka Khodijah, Nadya Nur Kifti, Wan Mariatul Kusuma, EM. 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Riyanti Rudi Hartono Rusydi, Lina Najwatur S Sudirman Sadiani Sadiani, Sadiani Sahadewa, Ngurah Weda Salim, Mohammad Agus Salim, Mohammad Agus Salim Santoso, Budiyono Sarah Augustina Sarah Augustina Sarbini Sarbini Sari Delviana Marbun Sari, Maylania Eka Sari, Rita K Sejati, Prabu S Serly Putri Yunitasari Shavrila Gita Puspita Sari Sherif Juniar Aryanto Shinso Yokota Shodiq, Jafar Sholihin, Imam Ahmad Silaban, Rosalia Sindia, Frasiska Siti Maesaroh Siti Patonah Siti Zulaikha Soedarsono Soedarsono Sri Anjar Lasmini Sri Wahyuni Sri Wilarso Budi Subagijo, Djoko Sucahyo Sadiyo SUDARMANTO Sudarmin Sudarmin Sukma Fatmawati Sukmawati, Eka Sulung, Liyu Adhika Sari Supriyanto Supriyanto Surianto, Deni Suriati Abd. 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