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arima-garch

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ecruhue / Stock-Data

Stock price data is diverse and situational, and it is unlikely that any single model will be uniformly best across all industries or contexts. Based on our results, ARIMA GARCH methods are better for Consumer Discretionary and Financial industries, and LSTM models are better for Healthcare and Industrials. Specifically, we found Cumulative Year…

time-series stock-prices lstm-models arima-garch

Updated Feb 8, 2020
R

yijie0707 / Final-Year-Project

Predicting Natural Rubber Prices: An Analysis of ARIMA-GARCH, Exponential Smoothing and LSTM Approaches

machine-learning lstm statistical-models exponential-smoothing time-series-forecasting arima-garch natural-rubber-price-prediction

Updated Jul 30, 2024
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