Spatiotemporal Autoregression Analyses for Large Data Sets

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Documentation for package ‘remotePARTS’ version 1.0.4

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

AR_fun	AR regressions by REML
calc_dfpart	calculate degrees of freedom for partitioned GLS
check_posdef	Check if a matrix is positive definite
chisqr	Conduct a chi-squared test
chisqr.partGLS	Conduct a chisqr test of "partGLS" object
covar_exp	Tapered-spherical distance-based covariance function
covar_exppow	Tapered-spherical distance-based covariance function
covar_taper	Tapered-spherical distance-based covariance function
crosspart_GLS	Calculate cross-partition statistics in a partitioned GLS
distm_km	Calculate a distance matrix from coordinates
distm_scaled	Calculate a distance matrix from coordinates
fitAR	AR regressions by REML
fitAR_map	Map-level AR REML
fitCLS	CLS for time series
fitCLS_map	Map-level CLS for time series
fitCor	Estimate spatial parameters from time series residuals
fitGLS	Fit a PARTS GLS model.
fitGLS_opt	Fit a PARTS GLS model, with maximum likelihood spatial parameters
fitGLS_opt_FUN	Function that fitGLS_opt optimizes over
fitGLS_partition	fit a parallel partitioned GLS
invert_chol	Invert the cholesky decomposition of V
max_dist	calculate maximum distance among a table of coordinates
MCGLS_partsummary	fit a parallel partitioned GLS
MC_GLSpart	fit a parallel partitioned GLS
multicore_fitGLS_partition	fit a parallel partitioned GLS
ndvi_AK10000	NDVI remote sensing data for 10,000 random pixels from Alaska, with rare land classes removed.
optimize_nugget	Find the maximum likelihood estimate of the nugget
partGLS_ndviAK	partitioned GLS results
part_chisqr	Chisqr test for partitioned GLS
part_csv	fit a parallel partitioned GLS
part_data	fit a parallel partitioned GLS
part_ttest	Correlated t-test for paritioned GLS
print.mapTS	S3 print method for remoteTS class
print.partGLS	S3 print method for "partGLS" objects
print.remoteCor	S3 print method for "remoteCor" class
print.remoteGLS	print method for remoteGLS
print.remoteTS	S3 print method for remoteTS class
remoteGLS	remoteGLS constructor (S3)
sample_partitions	Randomly sample a partition matrix for partitioned GLS
smry_funM	S3 print method for remoteTS class
smry_funV	S3 print method for remoteTS class
summary.mapTS	S3 print method for remoteTS class
summary.remoteTS	S3 print method for remoteTS class
t.test.partGLS	Conduct a t-test of "partGLS" object
test_covar_fun	Test passing a covariance function and arguments