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significant decrease » significant increase (Expand Search), significantly increased (Expand Search)
linked decrease » marked decrease (Expand Search)
linear decrease » linear increase (Expand Search)
significant decrease » significant increase (Expand Search), significantly increased (Expand Search)
linked decrease » marked decrease (Expand Search)
linear decrease » linear increase (Expand Search)
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Trend of specific mental health disorders for all services utilization between 2016 and 2022.
Published 2024Subjects: -
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Comparison of Analgesic Consumption by WHO Analgesic Level Between 2023 and 2022.
Published 2025Subjects: -
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STL Linear Combination Forecast Graph.
Published 2025“…First, seven benchmark models including Prophet, ARIMA, and LSTM were applied to raw price series, where results demonstrated that deep learning models significantly outperformed traditional methods. Subsequently, STL decomposition decoupled the series into trend, seasonal, and residual components for component-specific modeling, achieving a 22.6% reduction in average MAE compared to raw data modeling. …”