Nowcasting Indonesia's GDP growth using machine learning algorithms

ND Muchisha, N Tamara, A Andriansyah… - Indonesian Journal of …, 2021 - journal.stats.id
… and Bayesian VAR, on nowcasting New Zealand GDP growth from 2009-2018… algorithms
performance in forecasting real-time GDP growth. We use some vintage historical GDP growth

Nowcasting Indonesia's GDP Growth Using Machine Learning Algorithms

N Tamara, N Dwi Muchisha, A Andriansyah, AM Soleh - 2020 - mpra.ub.uni-muenchen.de
… and Bayesian VAR, on nowcasting New Zealand GDP growth from 2009-2018… algorithms
performance in forecasting real-time GDP growth. We use some vintage historical GDP growth

Nowcasting GDP with Machine Learning: The Case of Indonesia

G Utama, N Firinda - 2024 - researchsquare.com
economic models for nowcasting Indonesia's GDP growth. Utilizing a comprehensive dataset
comprising monthly economic … of four types of machine learning algorithm, followed by part …

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

WH Saputra, DD Prastyo, H Kuswanto - Procedia Computer Science, 2024 - Elsevier
… We also consider quantile estimates like nowcasting, … We use Indonesia's GDP growth
calculation at constant 2010 … based on FFNN using a backpropagation algorithm with hidden layer …

Nowcasting domestic liquidity in the Philippines using machine learning algorithms

JR Reyes - Philippine Review of Economics (Online ISSN …, 2022 - pre.econ.upd.edu.ph
… regarding the use of nowcasting in different … Indonesia, Japan, and New Zealand have
implemented research that attempted to use nowcasting to estimate their respective GDP growth

[PDF][PDF] Machine Learning for GDP Forecasting: Enhancing Economic Projections in Bangladesh

MS Ahammad, MM Ahmed, SA Sinthia, MNA Ikram… - researchgate.net
… due to the enactment of machine learning algorithms. Which have improved … uses machine
learning to forecast GDP growth in Bangladesh. Thus, the backdrop consists of the economy's

6 Nowcasting of Selected Imports and Exports of Bangladesh

TT Series - … Methodologies and Modeling for Artificial Intelligence, 2023 - books.google.com
… A previous study utilized several machine learning algorithms to nowcast GDP growth [47].
Although machine learning algorithmsNowcasting Indonesia's GDP Growth Using Machine

[PDF][PDF] The Philippine Review of Economics

JRM Reyes, VB Bayangos, FCQ Cacnio, JR Basilio… - 2022 - bsp.gov.ph
… of algorithms used in machine learning to nowcast domestic … Meanwhile, the central banks
of Indonesia, Japan, and New … to use nowcasting to estimate their respective GDP growth in …

[PDF][PDF] JUAN RUFINO MORGA REYES, 51198208

K KUCHERYAVYY - 2021 - pp.u-tokyo.ac.jp
… To conduct domestic liquidity nowcasting using machine learning algorithms, the models …
and tree-based methods to nowcast the GDP growth in Indonesia. Similar to the objective of …

Predicting Impact of COVID-19 on the Global Economy Based on Hybrid Model

J Zuo, F Ma, S Chen - … Innovation and Economic Development  …, 2022 - atlantis-press.com
… , this paper uses a hybrid algorithm (a new algorithm obtained by … machine learning algorithms
to predict the economic growth [3][4]… Vector Machines (SVM) to the regression of GDP and …