Weighting by Inverse Distance with Adaptive Least Squares
Standardize Spacial Covariates with Existing Object
Standardize Space-Time Covariates with Existing Object
Cross-Validation Indices
Observation-Space Stochastic Correction
Spacial Distance
Local Search Function
Stochastic Search Helper Functions
Merge Contemporaneous Space-Time Covariates
Adaptive Least Squares
Solar Radiation
ALS Spacial Cross-Validation
Effective Standard Errors
Fit ALS
Create Covariance Matrix
Load Observations into Space-Time Covariates
Load Observations into Space-Time Covariates
Metaheuristic Stochastic Search
Remove Space-Time Covariates from Model
Standardize Spacial Covariates
Standardize Space-Time Covariates
Standardize Temporal Covariates
Site-Wise Extract Space-Time Covariates
Local Search Function
Convert a Space-Time Covariate into Data
Weighting by Inverse Distance with Adaptive Least Squares for Massive ...
WIDALS Interpolation
Fit WIDALS
Clean Data
Computationally easy modeling, interpolation, forecasting of massive temporal-spacial data.