📌 課程大綱 Course Overview
本課程將帶領您深入探索時空統計模型,結合理論與實務,學習如何分析與應用各類時空數據。無論您是研究者、數據分析師,或對時空統計有興趣的學習者,都歡迎加入我們,一同探索這門重要的分析技術!
This course will guide you through an in-depth
exploration of spatiotemporal statistical models, combining theory with
practical applications. Whether you are a researcher, data analyst, or
simply interested in spatiotemporal statistics, you are welcome to join
us in mastering this essential analytical technique!
📌 課程時間 Course Schedule
2025/5/16 – 2025/6/27(早上 10:00 ~ 12:00)
Duration: May 16, 2025 – June 27, 2025 (10:00 AM ~ 12:00 PM)
📌 課程地點 Course Venue
中央研究院 地球所二樓演講廳(實體與線上同步進行)
2nd Floor Lecture Hall, Institute of Earth Sciences, Academia Sinica (In-person & Online Hybrid)
📌 課程資訊 Course Content
本課程涵蓋時空統計模型的理論講解與案例應用,內容包括:
This course covers the theoretical foundations and practical applications of spatiotemporal statistical models, including:
📈
時間序列分析 Time Series AnalysisAuto-regressive Integrated Moving Average (ARIMA) models
Seasonal Decomposition of Time Series (STL)
Forecasting
🌍 空間統計分析 Spatial Statistics
Kriging
Geostatistical Interpolation
Spatial Autoregressive Models (SAR)