Man pages for mcgf
Markov Chain Gaussian Fields Simulation and Parameter Estimation

acf_rsCalculate regime-switching auto-correlation
acfsGeneric function for calculating autocorrelation
acfs.mcgfExtract, calculate, or assign mean auto-correlations for an...
add_baseGeneric function for adding a base model
add_base.mcgfAdd base model outputted from 'fit_base()' to an 'mcgf'...
add_base.mcgf_rsAdd base model outputted from 'fit_base()' to an 'mcgf_rs'...
add_lagrGeneric function for adding a Lagrangian model
add_lagr.mcgfAdd lagr model outputted from 'fit_lagr()' to a 'mcgf'...
add_lagr.mcgf_rsAdd lagr model outputted from 'fit_lagr()' to a 'mcgf_rs'...
add_nuggetAdjust for nugget effect for correlations
ccf_rsCalculate regime-switching cross-correlation
ccfsGeneric function for calculating cross-correlation
ccfs.mcgfExtract, calculate, or assign cross-correlations for an...
ccovGeneric functions for calculating joint...
ccov.mcgfCovariance/correlation for joint distribution of an 'mcgf'...
ccov.mcgf_rsCovariance/correlation for joint distribution of an...
check_distCheck if valid distance
check_distsCheck if valid dists attribute for an 'mcgf' object
check_dist_signCheck if valid signed distance
check_lengthCheck if valid input length
check_length_lsCheck if valid input length
cor2covConvert correlation to covariance
cor_cauchyCalculate Cauchy correlation
cor_expCalculate exponential correlation
cor_fsCalculate correlation for fully symmetric model
cor_lagr_askeyCalculate Lagrangian correlation of the Askey form
cor_lagr_expCalculate Lagrangian correlation of the exponential form
cor_lagr_triCalculate Lagrangian correlation of the triangular form
cor_sepCalculate correlation for separable model
cor_statCalculate general stationary correlation.
cor_stat_rsCalculate general stationary correlation.
cov_jointCovariance for joint distribution
distsGeneric function for calculating distance matrices
dists.mcgfCalculating distance matrices for an 'mcgf' object
dot-cor_cauchyCalculate Cauchy correlation
dot-cor_expCalculate exponential correlation
dot-cor_fsCalculate correlation for fully symmetric model
dot-cor_lagr_askeyCalculate Lagrangian correlation of the Askey form
dot-cor_lagr_expCalculate Lagrangian correlation of the exponential form
dot-cor_lagr_triCalculate Lagrangian correlation of the triangular form
dot-.cor_sepCalculate correlation for separable model
dot-cor_sepCalculate correlation for separable model
dot-.cor_statCalculate correlation for the general stationary model
dot-cor_statCalculate general stationary correlation.
dot-find_distsCalculate (signed) distances between coordinates
dot-find_dists_newCalculate (signed) distances between coordinates
dot-mcgf_rs_simSimulate regime-switching Markov chain Gaussian field
dot-mcgf_simSimulate Markov chain Gaussian field
estimateOptimization for wls method
find_distsCalculate (signed) distances between coordinates
find_dists_newCalculate (signed) distances between coordinates
fit_baseFit correlation base models
fit_base.mcgfParameter estimation for symmetric correlation functions for...
fit_base.mcgf_rsParameter estimation for symmetric correlation functions for...
fit_lagrFit correlation Lagrangian models
fit_lagr.mcgfParameter estimation for Lagrangian correlation functions for...
fit_lagr.mcgf_rsParameter estimation for Lagrangian correlation functions for...
is.mcgfCheck if an object is an 'mcgf' object.
is.mcgf_rsCheck if an object is an 'mcgf_rs' object..
is_numeric_scalarCheck if numeric scalar
krigeGeneric function for computing kriging forecasts
krige.mcgfObtain kriging forecasts for an 'mcgf' object.
krige.mcgf_rsObtain kriging forecasts for an 'mcgf_rs' object.
krige_newGeneric function for computing kriging forecasts for new...
krige_new.mcgfObtain kriging forecasts for new locations for an 'mcgf'...
krige_new.mcgf_rsObtain kriging forecasts for new locations for an 'mcgf_rs'...
mat_invFind inverse of a symmetric positive definite matrix
mcgfCreate mcgf object
mcgf_rsCreate mcgf_rs object
mcgf_rs_simSimulate regime-switching Markov chain Gaussian field
mcgf_simSimulate Markov chain Gaussian field
modelGeneric function for displaying fitted models for 'mcgf'...
model.mcgfDisplay fitted models for an 'mcgf' or 'mcgf_rs' object
new_mcgfCreate an mcgf object
new_mcgf_rsCreate an mcgf_rs object
obj_mleTitle
obj_wlsCompute the objective for wls method
print.mcgfPrint an 'mcgf' object.
rdistsGenerate random distance matrices
sd_rsCalculate standard deviation for each location under each...
sdsGeneric function for standard deviations for each column
sds.mcgfExtract, calculate, or assign standard deviations for an...
sim1Simulated Markov chain Gaussian field
sim2Simulated regime-switching Markov chain Gaussian field
sim3Simulated regime-switching Markov chain Gaussian field
to_arConvert to array
validate_mcgfValidate an mcgf object
validate_mcgf_rsValidate an mcgf_rs object
windIreland wind data, 1961-1978
mcgf documentation built on June 29, 2024, 9:09 a.m.