Spatio-Temporal Statistics

Animated Maps

Space-Time Plots

Hovmoller Diagrams

High Dimensionality

Computational Complexity

Data Sparsity

Model Structures

Implications for Analysis

State-space Models

Time-varying Parameters

Kalman Filtering

Multilevel Structures

Bayesian Hierarchical Models