Comparison random forest regression and linear regression for forecasting BBCA stock price

AM Priyatno, LS Tanjung… - Jurnal Teknik …, 2023 - journal.universitaspahlawan.ac.id
Stock trading is a popular financial instrument worldwide. In Indonesia, the stock market is
known as the Indonesia Stock Exchange (BEI), and one actively traded stock is PT Bank …

Geometric Brownian Motion (GBM) of stock indexes and financial market uncertainty in the context of non-crisis and financial crisis scenarios

V Brătian, AM Acu, DM Mihaiu, RA Șerban - Mathematics, 2022 - mdpi.com
The present article proposes a methodology for modeling the evolution of stock market
indexes for 2020 using geometric Brownian motion (GBM), but in which drift and diffusion …

Price index modeling and risk prediction of sharia stocks in Indonesia

H Hersugondo, I Ghozali, E Handriani, T Trimono… - Economies, 2022 - mdpi.com
This study aimed to predict the JKII (Jakarta Islamic Index) price as a price index of sharia
stocks and predict the loss risk. This study uses geometric Brownian motion (GBM) and …

[PDF][PDF] KORESPONDENSI Dra. Endang Tri Widyarti, MM: Blue Chip Stocks Valuation and Risk Prediction on the Indonesia Stock Exchange

ET Widyarti - 2021 - doc-pak.undip.ac.id
Investment in the financial sector, especially stocks, is a type of investment that is
increasingly in demand by investors in Indonesia. Stock trading in Indonesia is centered on …

Impurity-Based Important Features for feature selection in Recursive Feature Elimination for Stock Price Forecasting: Fitur Penting Berbasis Impurity untuk pemilihan …

AM Priyatno, WF Sudirman… - Jurnal Teknik …, 2023 - journal.universitaspahlawan.ac.id
Stock investors perform stock price forecasting based on technical indicators and historical
stock prices. The large number of technical indicators and historical data often leads to …

[HTML][HTML] Simulating stock prices using geometric Brownian motion model under normal and convoluted distributional assumptions

ET Mensah, A Boateng, NK Frempong, D Maposa - Scientific African, 2023 - Elsevier
This study proposes a modified Geometric Brownian motion (GBM), to simulate stock price
paths under normal and convoluted distributional assumptions. This study utilised four …

The geometric brownian motion of indosat telecommunications daily stock price during the covid-19 pandemic in Indonesia

TS Edriani, US Pasaribu, YS Afrianti… - Journal of Physics …, 2021 - iopscience.iop.org
One of the major telecommunication and network service providers in Indonesia is PT
Indosat Tbk. During the coronavirus (COVID-19) pandemic, the daily stock price of that …

Introducing a new approach for modeling stock market prices using the combination of jump-drift processes

AA Movahed, H Noshad - Frontiers in Physics, 2024 - frontiersin.org
The stock price data are sampled at discrete times (eg, hourly, daily, weekly, etc). When data
are sampled at discrete times, they appear as a sequence of discontinuous jump events …

Improving Stock Price Forecasting Accuracy with Stochastic Multilayer Perceptron

AMP Vincent, H Salleh - Malaysian Journal of Fundamental and …, 2024 - mjfas.utm.my
The stock market operates in a stochastic environment, making accurate price forecasting
challenging. To address this issue, a stochastic multilayer perceptron (S-MLP) model has …

Model ARMA-GARCH dan Ensemble ARMA-GARCH untuk Prediksi Value-at-Risk pada Portofolio Saham

T Trimono, PA Riyantoko… - PROSIDING …, 2022 - prosiding-senada.upnjatim.ac.id
Portofolio saham merupakan salah satu bentuk investasi yang dapat digunakan
meminimumkan risiko kerugian. Pada portofolio saham, nilai risiko kerugian dapat …