Environmental Statistics
Trend
Seasonality
Cyclical Variation
Irregular Variation
Definition and Importance
Testing for Stationarity
Augmented Dickey-Fuller Test
KPSS Test
Interpretation
Use in Model Selection
Model Specification
Parameter Estimation
Order Selection
Model Structure
Model Identification
Model Fitting
Forecasting
Seasonal ARIMA Models
Periodogram
Frequency Components
Spectral Density
Non-parametric Trend Detection
Seasonal Mann-Kendall Test
Assessing Impact of Events
CUSUM Methods
Structural Break Tests
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5. Modeling Environmental Data
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7. Analysis of Spatially Correlated Data