Results 181 to 190 of about 6,660,147 (290)

An ensemble approach integrating LSTM and ARIMA models for enhanced financial market predictions. [PDF]

R Soc Open Sci
Mochurad L, Dereviannyi A.
europepmc   +1 more source

Understanding Egg Price Volatility and Policy Implications in the U.S. With Machine Learning

Applied Economic Perspectives and Policy, Volume 48, Issue 4, Page 1146-1166, September 2026.
ABSTRACT Eggs are an inexpensive and sustainable source of proteins, but volatility in the U.S. egg prices has intensified in recent years, raising concerns over food affordability and market stability. This study examines the drivers of U.S. egg price dynamics over 2004–2025 using a two‐stage framework that combines LASSO‐based variable selection with
Xuemei Zhao, Simon Meister, Lucie Maruejols, Xiaohua Yu   +3 more
wiley   +1 more source

Malaria amidst the COVID-19 pandemic in Gabon: an application of autoregressive integrated moving average (ARIMA) models within an interrupted time series (ITS) framework to hospital-based data. [PDF]

Int J Epidemiol
Roeder F, Adegnika OS, Honkpehedji YJ, Huth M, Lell B, Adegnika AA, Lopes-Rafegas I, Sicuri E.   +7 more
europepmc   +1 more source

Modeling of the COVID-19 Cases in Gulf Cooperation Council (GCC) countries using ARIMA and MA-ARIMA models

, 2021
Yagoub R, Eledum H.
europepmc   +1 more source

Development of new hybrid model of discrete wavelet decomposition and autoregressive integrated moving average (ARIMA) models in application to one month forecast the casualties cases of COVID-19. [PDF]

Chaos Solitons Fractals, 2020
Singh S, Parmar KS, Kumar J, Makkhan SJS.   +3 more
europepmc   +1 more source

A Nonparametric Multivariate Framework With Stochastic Forecasting: Evaluating Public Pension Service Quality

Applied Stochastic Models in Business and Industry, Volume 42, Issue 5, September/October 2026.
ABSTRACT Evaluation of service quality in public systems represents a critical challenge in the context of increasing demographic pressure and economic uncertainty. Pension systems, such as the Italian system managed by INPS, can be interpreted as complex service infrastructures whose quality depends on financial sustainability, efficiency, and ...
Gianfranco Piscopo, Massimiliano Giacalone, Stefano Marra, Chiara Marciano   +3 more
wiley   +1 more source

Long-term forecasting and evaluation of medicine consumption for the ATC class H with a focus on thyroid hormones in OECD countries using ARIMA models. [PDF]

Naunyn Schmiedebergs Arch Pharmacol
Bindel LJ, Seifert R.
europepmc   +1 more source

Multi‐Scale Transformer Framework for Explainable Medium‐Term Household Energy Forecasting

Engineering Reports, Volume 8, Issue 9, September 2026.
A leak‐safe Multi‐Scale Transformer (MSTr) fuses daily, weekly, and seasonal patterns via gated pooling to forecast electricity demand over 1–4 weeks. MSTr outperforms LightGBM/LSTM and naive baselines across horizons while offering interpretable scale contributions and feature effects.
Michael Marko Sesay, Antony Ngunyi, Herbert Imboga   +2 more
wiley   +1 more source

Forecasting Daily Radiotherapy Patient Volumes in a Tertiary Hospital Using Autoregressive Integrated Moving Average (ARIMA) Models. [PDF]

Cureus
Peerawong T, Chaichulee C, Sangsupawanich P.   +2 more
europepmc   +1 more source

Enhancing Identifiable Variational Autoencoder in the Presence of Missing Values and Auxiliary Covariates for Spatio‐Temporal Ozone Modeling

Environmetrics, Volume 37, Issue 6, September 2026.
ABSTRACT The formation of ground‐level ozone follows complex nonlinear photochemical processes that depend on multiple environmental factors and have strong spatio‐temporal structures. Environmental data used to study these dynamics usually originate from multiple sources, including in situ monitoring stations and satellite observations.
Mika Sipilä, Sandra De Iaco, Claudia Cappello, Klaus Nordhausen, Monica Palma, Sara Taskinen   +5 more
wiley   +1 more source