Machine Learning Modeling on Mixed-frequency Data for Financial Growth at Risk

WH Saputra, DD Prastyo, H Kuswanto - Procedia Computer Science, 2024 - Elsevier
Determination of macroeconomic policies in real-time requires assessing the correct
information regarding current economic conditions. This statement spurred researchers to …

Modeling the Volatility of World Energy Commodity Prices Using the GARCH-Fractional Cointegration Model

PP Izati, DD Prastyo, MS Akbar - Procedia Computer Science, 2024 - Elsevier
Energy commodity prices usually fluctuate, non-linear and non-stationary. These stylish facts
pose a big challenge in predicting the volatility of energy commodity prices because they …

Modeling and Forecasting Return Volatilities of Inter-Capital Market Indices using GARCH-Fractional Cointegration Model Variation

M Effendi, DD Prastyo, MS Akbar - Procedia Computer Science, 2024 - Elsevier
This research compares modeling and forecasting the volatility of the IHSG, N225, and
BSESN30 capital market indices using the GARCH variation model against the GARCH …

Micro and macro determinants of delisting and liquidity in Indonesian stock market: A time-dependent covariate of survival cox approach

DD Prastyo, YN Rucy, ADC Sigalingging… - …, 2018 - matematika.utm.my
Coxmodel is popular in survival analysis. In the case of time-varying covariate; several
subject-specific attributes possibly to change more frequently than others. This paper deals …

Value-At-Risk Analysis Using ARIMAX-GARCHX Approach For Estimating Risk Of Bank Central Asia Stock Returns

F Arumningtyas, A Prahutama… - Jurnal …, 2021 - journal.universitasbumigora.ac.id
Before buying a stock, an investor must estimate the risk which will be received. VaR is one
of the methods that can be used to measure the level of risk. Most stock returns have a high …

Conditional Value-At-Risk Modelling Using Hybrid LASSO-QRNN to Quantify the Market Risk Dependence on Oil and Gas Companies' Stock in Indonesia

A Syalsabila, DD Prastyo, MS Akbar… - Global Congress on …, 2023 - Springer
The oil and gas sector is pivotal to the global economy, influencing financial investment
decisions due to its substantial impact on economic and geopolitical stability. Consequently …

[PDF][PDF] TUGAS AKHIR–SS141501 ANALISIS RISIKO RETURN SAHAM SUB SEKTOR TELEKOMUNIKASI DI INDONESIA MENGGUNAKAN METODE CVaR DENGAN …

NP PAMUNGKAS - repository.its.ac.id
The growth of Indonesian internet users is growing rapidly from year to year. So that internet
service investment among telecommunication company is promising. Telecommunication …