Modeling Spatially Varying Coefficients


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Documentation for package ‘varycoef’ version 0.3.1

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AIC.SVC_mle Conditional Akaike's and Bayesian Information Criteria
BIC.SVC_mle Conditional Akaike's and Bayesian Information Criteria
check_cov_lower Check Lower Bound of Covariance Parameters
coef.SVC_mle Extact Mean Effects
coef.SVC_selection Extact Mean Effects
cov_par Extact Covariance Parameters Function to extract the covariance parameters from an 'SVC_mle' or 'SVC_selection'object.
cov_par.SVC_mle Extact Covariance Parameters Function to extract the covariance parameters from an 'SVC_mle' or 'SVC_selection'object.
cov_par.SVC_selection Extact Covariance Parameters Function to extract the covariance parameters from an 'SVC_mle' or 'SVC_selection'object.
fitted.SVC_mle Extact Model Fitted Values
fullSVC_line Sample Function for GP-based SVC Model on Real Line
fullSVC_reggrid Sample Function for GP-based SVC Models on Regular Grid
GLS_chol GLS Estimate using Cholesky Factor
GLS_chol.matrix GLS Estimate using Cholesky Factor
GLS_chol.spam.chol.NgPeyton GLS Estimate using Cholesky Factor
house Lucas County House Price Data
IC.SVC_mle Conditional Akaike's and Bayesian Information Criteria
init_bounds_optim Setting of Optimization Bounds and Initial Values
logLik.SVC_mle Extact the Likelihood
nlocs Extract Number of Unique Locations Function to extract the number of unique locations in the data set used in an MLE of the 'SVC_mle' object.
nobs.SVC_mle Extact Number of Observations
own_dist Computes (Cross-) Distances
plot.SVC_mle Plotting Residuals of 'SVC_mle' model
predict.SVC_mle Prediction of SVCs (and response variable)
prep_par_output Preparation of Parameter Output
print.summary.SVC_mle Printing Method for 'summary.SVC_mle'
print.SVC_mle Print Method for 'SVC_mle'
residuals.SVC_mle Extact Model Residuals
sample_fullSVC Sample Function for GP-based SVC Model for Given Locations
Sigma_y Covariance Matrix of GP-based SVC Model
summary.SVC_mle Summary Method for 'SVC_mle'
SVC_mle MLE of SVC model
SVC_mle.default MLE of SVC model
SVC_mle.formula MLE of SVC model
SVC_mle_control Set Parameters for 'SVC_mle'
SVC_mle_control.default Set Parameters for 'SVC_mle'
SVC_mle_control.SVC_mle Set Parameters for 'SVC_mle'
SVC_selection SVC Model Selection
SVC_selection_control SVC Selection Parameters
varycoef varycoef: Modeling Spatially Varying Coefficients