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A comparison of artificial neural network and time series models for timber price forecasting
The majority of the existing studies on timber price forecasting are based on ARIMA/SARIMA
autoregressive moving average models, while vector autoregressive (VAR) and exponential …
autoregressive moving average models, while vector autoregressive (VAR) and exponential …
A review of the financial performance of lumber futures and some prospects
We aim to examine the financial performance of lumber futures by conducting a systematic
review in the field. It begins with a historical overview of the evolution of lumber futures in the …
review in the field. It begins with a historical overview of the evolution of lumber futures in the …
Prediction of leather footwear export using learning algorithms based on ANN model
Leather footwear export plays a crucial role in the Indian economy as India is the second
largest footwear producer in the world. As a commodity, it is unavoidable to emphasize its …
largest footwear producer in the world. As a commodity, it is unavoidable to emphasize its …
Forecasting pine sawtimber stumpage prices: A comparison between a time series hybrid model and an artificial neural network
We conducted a comparative analysis of the predictive ability of classical econometric
models and artificial neural networks (ANNs) for pine sawtimber stumpage prices across 22 …
models and artificial neural networks (ANNs) for pine sawtimber stumpage prices across 22 …
A Dynamic Prediction Neural Network Model of Cross‐Border e‐Commerce Sales for Virtual Community Knowledge Sharing
L Tian, X Wang - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
In this paper, a neural network algorithm is used to conduct in‐depth research and analysis
on the sales dynamics prediction of virtual community knowledge sharing in cross‐border e …
on the sales dynamics prediction of virtual community knowledge sharing in cross‐border e …
[HTML][HTML] Using google search patterns to explain the demand for wild edible mushrooms
The demand for quality wild fungi has been continually increasing over the past few years.
However, problems arise when modelling this demand, owing to the difficulty of finding …
However, problems arise when modelling this demand, owing to the difficulty of finding …
Price volatility modeling for the lumber futures market: a generalized autoregressive conditional heteroskedasticity-mixed data sampling approach
Lumber is one of the most essential forest products in the United States. During the first year
of the COVID-19 pandemic, lumber prices almost quadrupled, and fluctuations reached …
of the COVID-19 pandemic, lumber prices almost quadrupled, and fluctuations reached …
[PDF][PDF] What drives the change in employment in the US logging industry? A directed acyclic graph approach
Employment in the US logging industry has been declining over the past few decades and
fell to a 20-year low following the 2008 economic recession. This study investigates the …
fell to a 20-year low following the 2008 economic recession. This study investigates the …
Long-and Short-Term Memory Model of Cotton Price Index Volatility Risk Based on Explainable Artificial Intelligence
Market uncertainty greatly interferes with the decisions and plans of market participants, thus
increasing the risk of decision-making, leading to compromised interests of decision-makers …
increasing the risk of decision-making, leading to compromised interests of decision-makers …
Prediction of leather footwear export using learning algorithms based on ANN model
S Nithiyanantha Vasagam, B Ravikumar… - 2024 - dl.acm.org
Leather footwear export plays a crucial role in the Indian economy as India is the second
largest footwear producer in the world. As a commodity, it is unavoidable to emphasize its …
largest footwear producer in the world. As a commodity, it is unavoidable to emphasize its …