argo_floats_atlantic_2003 | Temperature and salinity data from Argo floats in the North... |
Bcartime | Bayesian regression model fitting for areal and areal... |
BCauchy | Cauchy prior simulation example. |
Bmchoice | Model choice criteria calculation for univariate normal model... |
Bmoving_sptime | Model fitting and validation for spatio-temporal data from... |
bmstdr_variogram | Calculates and plots the variogram cloud and an estimated... |
Bnormal | N(theta, sigma2): Using different methods. |
Bspatial | Bayesian regression model fitting for point referenced... |
Bsptime | Bayesian regression model fitting for point referenced... |
calculate_dic | Calculate DIC function. Has two arguments: (1) log full... |
calculate_validation_statistics | Calculates the four validation statistics: RMSE, MAE, CRPS... |
calculate_waic | Calculate WAIC function. Has the sole argument component wise... |
coef.bmstdr | Prints and returns the estimates of the coefficients |
colpalette | The color palette used to draw maps to illustrate the package... |
engdeaths | Number of weekly Covid-19 deaths and cases in the 313 local... |
engtotals | Total number of weekly Covid-19 deaths and cases in the 313... |
fig11.13.plot | Draws a time series (ribbon) plot by combining fitted and... |
fitted.bmstdr | Extract fitted values from bmstdr objects. |
fnc.delete.map.XYZ | This function is used to delete values outside the state of... |
get_parameter_estimates | Obtains parameter estimates from MCMC samples |
get_validation_summaries | Obtains suitable validation summary statistics from MCMC... |
getvalidrows | Returns a vector of row numbers for validation. |
gridnyspatial | Values of three covariates for 100 grid locations in New York... |
gridnysptime | Values of three covariates for 100 grid locations in New York... |
hitandfalsealarm | Calculate the hit and false alarm rates |
is.bmstdr | Is it a bmstdr model fitted object? |
materncov | Banerjee, Carlin and Gelfand (2015) Mat'ern covariance... |
maternfun | Banerjee et al Mat'ern covariance function |
nyspatial | Average ozone concentration values and three covariates from... |
nysptime | Daily 8-hour maximum ozone concentration values and three... |
obs_v_pred_plot | Observed against predicted plot |
phichoicep | Calculates the validation statistics using the spatial model... |
phichoice_sp | Grid search method for choosing phi Calculates the validation... |
plot.bmstdr | Plot method for bmstdr objects. |
print.bmstdr | Provides basic information regarding the fitted model. |
residuals.bmstdr | Extract residuals from a bmstdr fitted object. |
summary | Provides basic summaries of model fitting. |
terms.bmstdr | Prints the terms |
Weng | A 313 by 313 proximity matrix for the 313 LADCUAS in England.... |
ydata | Average air pollution values from 28 sites in New York. |
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