Predicting Gross Domestic Product (GDP) using a PC-LSTM-RNN model in urban profiling areas
Abstract Gross Domestic Product (GDP) is significant for measuring the strength of national
and global economies in urban profiling areas. GDP is significant because it provides …
and global economies in urban profiling areas. GDP is significant because it provides …
Perancangan Model Peramalan Jangka Pendek Harga Komoditas Pertanian di Indonesia Menggunakan Machine Learning
MA Erdianto - KLIK: Kajian Ilmiah Informatika Dan Komputer, 2023 - djournals.com
Agricultural commodity prices fluctuations often cause losses, especially for middle to lower-
class people. Predicting future prices is essential for formulating policies for each entity …
class people. Predicting future prices is essential for formulating policies for each entity …
Nowcasting India's Quarterly GDP Growth: A Factor-Augmented Time-Varying Coefficient Regression Model (FA-TVCRM)
R Bhattacharya, B Bhandari, S Mundle - Journal of Quantitative Economics, 2023 - Springer
Governments, central banks, private firms and others need high frequency information on
the state of the economy for their decision making. However, a key indicator like GDP is only …
the state of the economy for their decision making. However, a key indicator like GDP is only …
Estimasi PDB Mikroregional: Studi Kasus di Pulau Jawa
R Zulkarnain - Seminar Nasional Official Statistics, 2022 - prosiding.stis.ac.id
Agenda pembangunan berkelanjutan perlu didukung oleh ketersediaan data yang akurat
dan bersifat granular. Namun, data yang bersifat granular umumnya sulit ditemukan karena …
dan bersifat granular. Namun, data yang bersifat granular umumnya sulit ditemukan karena …
Monthly GDP nowcasting with Machine Learning and Unstructured Data
In the dynamic landscape of continuous change, Machine Learning (ML)" nowcasting"
models offer a distinct advantage for informed decision-making in both public and private …
models offer a distinct advantage for informed decision-making in both public and private …
[PDF][PDF] GDP nowcasting with machine learning and unstructured data to Peru
In a context of ongoing change,“nowcasting” models based on Machine Learning (ML)
algorithms deliver a noteworthy advantage for decision-making in both the public and …
algorithms deliver a noteworthy advantage for decision-making in both the public and …
Flash Estimates of Household Final Consumption Expenditure in East Java
R Zulkarnain - East Java Economic Journal, 2022 - ejavec.id
The purpose of this study is to construct a flash estimates model for household final
consumption expenditure in East Java. There were 153 indicators that were used, covering …
consumption expenditure in East Java. There were 153 indicators that were used, covering …
Time Series Nowcasting of India's GDP with Machine Learning
N Malik, B Agarwal - … on Artificial Intelligence of Things (ICAIoT), 2022 - ieeexplore.ieee.org
The GDP forms an essential metric in assessing the state of the economy. However, the
GDP figures are only available with a certain lag whereas economists need the data on a …
GDP figures are only available with a certain lag whereas economists need the data on a …
[PDF][PDF] Comparative Analysis of LSTM, ARIMA, and Hybrid Models for Forecasting Future GDP
Gross domestic product (GDP) is an effective indicator of economic development, and GDP
forecasts provide a better understanding of future economic trends. This article investigates …
forecasts provide a better understanding of future economic trends. This article investigates …
[PDF][PDF] GDP nowcasting with Machine Learning and Unstructured Data
In a context of ongoing change,“nowcasting” models based on Machine Learning (ML)
algorithms deliver a noteworthy advantage for decision-making in both the public and …
algorithms deliver a noteworthy advantage for decision-making in both the public and …