Man pages for sujit-sahu/bmstdr
Bayesian Modeling of Spatio-Temporal Data with R

argo_floats_atlantic_2003Temperature and salinity data from Argo floats in the North...
BcartimeBayesian regression model fitting for areal and areal...
BCauchyCauchy prior simulation example.
BmchoiceModel choice criteria calculation for univariate normal model...
Bmoving_sptimeModel fitting and validation for spatio-temporal data from...
bmstdr_variogramCalculates and plots the variogram cloud and an estimated...
BnormalN(theta, sigma2): Using different methods.
BspatialBayesian regression model fitting for point referenced...
BsptimeBayesian regression model fitting for point referenced...
calculate_dicCalculate DIC function. Has two arguments: (1) log full...
calculate_validation_statisticsCalculates the four validation statistics: RMSE, MAE, CRPS...
calculate_waicCalculate WAIC function. Has the sole argument component wise...
coef.bmstdrPrints and returns the estimates of the coefficients
colpaletteThe color palette used to draw maps to illustrate the package...
engdeathsNumber of weekly Covid-19 deaths and cases in the 313 local...
engtotalsTotal number of weekly Covid-19 deaths and cases in the 313...
fig11.13.plotDraws a time series (ribbon) plot by combining fitted and...
fitted.bmstdrExtract fitted values from bmstdr objects.
fnc.delete.map.XYZThis function is used to delete values outside the state of...
get_parameter_estimatesObtains parameter estimates from MCMC samples
get_validation_summariesObtains suitable validation summary statistics from MCMC...
getvalidrowsReturns a vector of row numbers for validation.
gridnyspatialValues of three covariates for 100 grid locations in New York...
gridnysptimeValues of three covariates for 100 grid locations in New York...
hitandfalsealarmCalculate the hit and false alarm rates
is.bmstdrIs it a bmstdr model fitted object?
materncovBanerjee, Carlin and Gelfand (2015) Mat'ern covariance...
maternfunBanerjee et al Mat'ern covariance function
nyspatialAverage ozone concentration values and three covariates from...
nysptimeDaily 8-hour maximum ozone concentration values and three...
obs_v_pred_plotObserved against predicted plot
phichoicepCalculates the validation statistics using the spatial model...
phichoice_spGrid search method for choosing phi Calculates the validation...
plot.bmstdrPlot method for bmstdr objects.
print.bmstdrProvides basic information regarding the fitted model.
residuals.bmstdrExtract residuals from a bmstdr fitted object.
summaryProvides basic summaries of model fitting.
terms.bmstdrPrints the terms
WengA 313 by 313 proximity matrix for the 313 LADCUAS in England....
ydataAverage air pollution values from 28 sites in New York.
sujit-sahu/bmstdr documentation built on Jan. 30, 2024, 1:40 p.m.