Inter-bank Call Money Market Transaction in Indonesia

This study analyzes the effect of Indonesian Bank loan, the amount of demand deposits, and the Indonesia economic crisis in 1997 on the interbank call money market transactions in Indonesia using a multiple linear regression method. This study finds that the variables influencing the interbank call money market transactions are the interest rate of interbank call money market and the check money. Both variables have positive effect on the interbank money market transactions in Indonesia.Keywords: Loans, Interest Rate, Check Money, Monetary Crisis, Interbank Money Market TransactionsJEL Classification Numbers: G21, G28AbstrakPenelitian ini menganalisis pengaruh pinjaman Bank Indonesia terhadap tingkat bunga pasar uang antar bank, jumlah uang giral, dan krisis ekonomi Indonesia tahun 1997 terhadap transaksi pasar uang antar bank di Indonesia menggunakan metode regresi linier berganda. Penelitian ini menemukan bahwa variabel yang berpengaruh terhadap transaksi pasar uang antar bank tersebut adalah tingkat bunga pasar uang antar bank dan jumlah uang giral. Dua variabel tersebut berpengaruh positif terhadap transaksi pasar uang antar bank di Indonesia.Keywords: Pinjaman, Tingkat Bunga, Uang Giral, Krisis Moneter, Transaksi Pasar Uang antar BankJEL Classification Numbers: G21, G2

Validity Test of Purchasing Power Parity Doctrine: an Indonesian Case Study

The goal of this study is to analyze the doctrine purchasing power parity (PPP) in Indonesia with the case study of the rupiah exchange rate to U.S. dollar. The autoregressive is used to estimate the relationship between the change of exchange rate and the difference Indonesia–USA inflation rate. The data used in this study are quarterly data obtained from the International Financial Statistics (IFS) and Bank Indonesia (BI) with the period 1997Q4-2013Q4. The exchange rate that used in this study is using the rate on rupiah to U S dollar. The price data used consumer price index in Indonesia and the United States with a base year of 2000. The results of this study show, that rupiah to the U.S. dollar is undervalued during the free floating exchange rate system and, the PPP doctrine to the case of the rupiah to the U.S. dollar is not valid in the period of this study

A review on recent progress in machine learning and deep learning methods for cancer classification on gene expression data

Data-driven model with predictive ability are important to be used in medical and healthcare. However, the most challenging task in predictive modeling is to construct a prediction model, which can be addressed using machine learning (ML) methods. The methods are used to learn and trained the model using a gene expression dataset without being programmed explicitly. Due to the vast amount of gene expression data, this task becomes complex and time consuming. This paper provides a recent review on recent progress in ML and deep learning (DL) for cancer classification, which has received increasing attention in bioinformatics and computational biology. The development of cancer classification methods based on ML and DL is mostly focused on this review. Although many methods have been applied to the cancer classification problem, recent progress shows that most of the successful techniques are those based on supervised and DL methods. In addition, the sources of the healthcare dataset are also described. The development of many machine learning methods for insight analysis in cancer classification has brought a lot of improvement in healthcare. Currently, it seems that there is highly demanded further development of efficient classification methods to address the expansion of healthcare applications

Fundamental Ekonomi Dan Krisis Ekonomi Indonesia

Since July 1997, Asia-Pasific countries have been fighting to handle monetary crisis they face. Among those countries, few countries are able to handlle the crisis relatively quickly while Indonesia seems to have a difficulty in handling the crisis. As this article extends, it happens because the fundamental of the Indonesian economy is less weak rather than those countries