Malaysia
2025-04-25 16:39
IndustryPredicting intraday vs daily price movements
#CurrencyPairPrediction
Predicting Intraday vs Daily Price Movements
Predicting intraday and daily price movements involves different challenges and modeling strategies due to the nature of the timeframes:
Intraday Predictions: Focus on short-term price changes within a single trading day. These models use high-frequency data and must handle noise, microstructure effects, and rapid fluctuations. They often require real-time processing, technical indicators, and are sensitive to market events and order flow.
Daily Predictions: Aim to forecast price movements from one day to the next. These models typically use aggregated data (e.g., open, high, low, close) and are influenced more by macroeconomic factors, news sentiment, and trends. They allow for more stable modeling and feature engineering.
Overall, intraday prediction demands high responsiveness and precision, while daily prediction offers more robustness but lower frequency of trading signals.
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Predicting intraday vs daily price movements
#CurrencyPairPrediction
Predicting Intraday vs Daily Price Movements
Predicting intraday and daily price movements involves different challenges and modeling strategies due to the nature of the timeframes:
Intraday Predictions: Focus on short-term price changes within a single trading day. These models use high-frequency data and must handle noise, microstructure effects, and rapid fluctuations. They often require real-time processing, technical indicators, and are sensitive to market events and order flow.
Daily Predictions: Aim to forecast price movements from one day to the next. These models typically use aggregated data (e.g., open, high, low, close) and are influenced more by macroeconomic factors, news sentiment, and trends. They allow for more stable modeling and feature engineering.
Overall, intraday prediction demands high responsiveness and precision, while daily prediction offers more robustness but lower frequency of trading signals.
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