Judul: Effectiveness of the monetary transmission mechanism through islamic bank financing channel in indonesia
Abstrak: Mekanisme perubahan kebijakan moneter hingga memengaruhi pertumbuhan ekonomi dan laju inflasi disebut sebagai mekanisme transmisi kebijakan moneter. Tujuan penelitian ini adalah menganalisis peran bank syariah dalam mekanisme transmisi moneter di Indonesia dan mengidentifikasi efek instrumen moneter syariah terhadap output dan inflasi melalui jalur pembiayaan bank syariah dengan metode VECM. Penelitian ini menggunakan data bulanan periode Januari 2004 hingga Maret 2008 untuk alur transmisi kebijakan moneter Sertifikat Wadiah Bank Indonesia (SWBI) dan periode April 2008 hingga Desember 2013 untuk alur transmisi kebijakan moneter Sertifikat Bank Indonesia Syariah (SBIS), pengolahan data dilakukan secara terpisah untuk membedakan SWBI dan SBIS. Variabel yang digunakan dalam penelitian ini yaitu Indeks Harga Konsumen (IHK), Indeks Produksi Industri (IPI), total DPK dan Pembiayaan bank Syariah, Imbal Hasil PUAS, bonus SWBI, dan fee SBIS. Hasil penelitian menunjukkan bahwa perbankan syariah memiliki peran penting dalam transmisi kebijakan moneter di Indonesia. Selain itu, terdapat hubungan antara sektor moneter dengan sektor riil pada penggunaan instrumen moneter SWBI namun, instrumen moneter SWBI belum efektif memengaruhi laju inflasi. Instrumen moneter SBIS tidak memberikan pengaruh apapun terhadap pertumbuhan output dan laju inflasi., Mechanism of monetary policy changes to affect economic growth and the inflation rate is known as the transmission mechanism of monetary policy. The objectives of this research are to analyze the roles of Islamic banks in the monetary transmission mechanism in Indonesia and to identify the effects of Islamic monetary instrument to output and inflation through islamic bank lending channel by using the VECM method. This research utilizes monthly data from the period January 2004 – March 2008 for the transmission channel of monetary policy Sertifikat Wadiah Bank Indonesia (SWBI) and period April 2008 – December 2013 for the transmission channel of monetary policy Sertifikat Bank Indonesia Syariah (SBIS), data processing is done separately to distinguish SWBI dan SBIS. Variables which are used by this study are Consumer Price Index (CPI), Industrial Production Index (IPI), total third party funds, Islamic bank financing, yield PUAS, bonus SWBI, and fee SBIS. The results shows that Islamic banking has an important role in the transmission of monetary policy in Indonesia. Furthermore, there is a relationship between the monetary sector with the real sector on monetary instruments SWBI. However, SWBI monetary instrument is not effectively influence the rate of inflation. SBIS monetary instrument is doesn‟t give any influence on the growth rate of output and inflation.
Keyword: Transmisi kebijakan moneter, Instrumen moneter syariah, Pembiayaan bank syariah, Vector Error Correction Model (VECM)

Judul: Comparative analysis of monetary transmission channel in indonesia
Abstrak: Penelitian ini bertujuan untuk membandingkan kekuatan relatif dari masing-masing jalur mekanisme transmisi kebijakan moneter di Indonesia. Metode analisis yang digunakan dalam penelitian ini adalah pendekatan ekonometrika dengan model Vector Error Correction Model (VECM). Penelitian ini menggunakan data time series bulanan tahun 2004:1 sampai 2013:10. Hasil menunjukkan bahwa pada jangka panjang, suku bunga pasar uang antarbank (PUAB) sebagai sasaran operasional kebijakan moneter tidak mempengaruhi outputmaupun inflasi. Berdasarkan hasil analisis IRF menunjukkan bahwa tidak adanya kesesuaian teori pada respon masing-masing variabel jika terdapat guncangan pada suku bunga pasar uang antarbank (PUAB), kecuali variabel nilai tukar dan variabel kredit. Hasil analisis FEVD menujukkan bahwa nilai tukar merupakan jalur yang paling memengaruhi output di Indonesia. Jalur kredit merupakan jalur yang paling memengaruhi inflasi di Indonesia., This study aims to compare the relative strength of each channel of monetary transmission mechanism in Indonesia. Methods of analysis used in this study is the Vector model Error Correction Model (VECM). This study use monthly time series data (2004): 1: 10 until 2013. The results show that in the long run, the interbank money market interest rates (PUAB) as the operational target of monetary policy does not affect the output and inflation. Based on the results of the IRF analysis show that the response of each variable if there are shocks on the interbank money market interest rates (PUAB) is not suitable with the theory, unless the exchange rates variable and credit variable. FEVD analysis results shows that the exchange rate channel and credit channel have highest relative importance to explain the output and inflation in Indonesia.
Keyword: mekanisme transmisi kebijakan moneter, VECM

Judul: Penyusunan Overlap Graph menggunakan Suffix Tree pada DNA Sequence
Abstrak: The DNA sequence assembly is very important in genome analysis. This step aims to reconstruct contigous DNA fragment (contigs) from short fragment by concatenating fragments based on the overlap region among them. This method employs overlap graph for solving the problems. In this graph, nodes represent fragments and edges represent overlap. This research developed a software for constructing overlap graph using suffix tree. The evaluation was conducted by measuring the number of nodes, number of edges, and the execution time in many values of minimum overlap. The minimum overlap is defined as the minimum length of substring which is considered as the overlap region between two fragments. The evaluation results showed that the number of nodes, the number of edges, and the execution time were increased with the decreasing of the minimum overlap value.
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