Results 21 to 30 of about 2,763,466 (181)

On an Aggregated Estimate for Human Mobility Regularities through Movement Trends and Population Density

Entropy
This article introduces an analytical framework that interprets individual measures of entropy-based mobility derived from mobile phone data. We explore and analyze two widely recognized entropy metrics: random entropy and uncorrelated Shannon entropy ...
Fabio Vanni, David Lambert
doaj   +1 more source

Explainable AI for time series prediction in economic mental health analysis

Frontiers in Medicine
IntroductionThe integration of Explainable Artificial Intelligence (XAI) into time series prediction plays a pivotal role in advancing economic mental health analysis, ensuring both transparency and interpretability in predictive models. Traditional deep
Ying Yang, Ying Yang, Lifen Wen, Li Li
doaj   +1 more source

“Revealing the future”: an ARIMA model analysis for predicting remittance inflows [PDF]

Journal of Business and Socio-Economic Development
Purpose – The purpose of this research is to develop a predictive model that can estimate the volume of remittances channeled toward Yemen’s economic reconstruction efforts.
Imran Khan, Darshita Fulara Gunwant
doaj   +1 more source

Chaotic time series analysis in economics: Balance and perspectives [PDF]

Chaos: An Interdisciplinary Journal of Nonlinear Science, 2014
The aim of the paper is not to review the large body of work concerning nonlinear time series analysis in economics, about which much has been written, but rather to focus on the new techniques developed to detect chaotic behaviours in economic data.
openaire   +4 more sources

Islamic banking and sectoral economic growth: Evidence from Indonesia [PDF]

Banks and Bank Systems
Grounded in the financial development-economic growth nexus, this study aims to explore the role of Islamic banking in shaping sectoral economic growth in Indonesia. Specifically, it examines the effects of Islamic bank financing (IBF) and non-performing
Fauzul Hanif Noor Athief, Sulistya Rusgianto, Sri Herianingrum, Muhammad Iqbal Surya Pratikto, ‘Azizah Fathma   +4 more
doaj   +1 more source

Merchandise exports and economic growth: multivariate time series analysis for the United Arab Emirates

Journal of Applied Economics, 2020
This paper examines the validity of the export-led growth (ELG) hypothesis in the United Arab Emirates (UAE) over the period 1975–2012, using a neoclassical production function augmented with merchandise exports and imports of goods and services.
Athanasia S. Kalaitzi, Trevor W. Chamberlain   +1 more
doaj   +1 more source

Еffect of unemployment and inflation on Nigerian economic growth: a time-series analysis

Вісник Харківського національного університету імені В.Н. Каразіна: Серія Міжнародні відносини, економіка, країнознавство, туризм
This study investigates the effect of unemployment and inflation on economic growth in Nigeria from 1999 to 2021. Employing econometric techniques such as descriptive statistics, trend analysis, and regression analysis, the study explores the ...
Abass Adekunle Adewale, Abass Adedolapo Adeyemo   +1 more
doaj   +1 more source

Construction and Simulation of Economic Statistics Measurement Model Based on Time Series Analysis and Forecast

Complexity, 2021
Time series follow the basic principles of mathematical statistics and can provide a set of scientifically based dynamic data processing methods. Using this method, various types of data can be approximated by corresponding mathematical models, and then,
Lu Xu, Weijie Chen
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The Special Aspects of Devising a Methodology for Predicting Economic Indicators in the Context of Situational Response to Digital Transformation

International Journal of Technology, 2023
The methods currently used for detecting situational deformations in the time series of economic indicators have a number of major flaws, which encourages further research and development in this field aimed at improving the quality and stability of ...
Irina Eremina, Dmitriy Rodionov
doaj   +1 more source

Effect of Energy Utilization on Pakistan’s Economic Development: A Time Series Analysis

iRASD Journal of Energy & Environment
The present research has been conducted to study the causal relation among GDP, electricity utilization, exports, real capital and labor force for Pakistan.
Wasif Ali Khan
doaj   +1 more source