Package index • anyFit

Loading & conversion

Read point and gridded data into xts / sxts.

The spatial-xts class, its accessors, and native spatial operations.

sxts() str(<sxts>) summary(<sxts>) print(<sxts>) attributes.sxts() coords(<sxts>) projection(<sxts>) elements(<sxts>) `[`(<sxts>) is.sxts() lag(<sxts>) diff(<sxts>) Ops(<sxts>) rasterFromSxts(<sxts>) sxtsFromRaster(): Spatial xts (sxts) class
coords(): Spatial coordinates of an sxts object
projection(): Coordinate reference system of an sxts object
elements(): Number of spatial locations in an sxts object
mask.sxts(): Spatial masking of sxts objects
zonal_stats(): Aggregate sxts over shapefile polygons (zonal statistics)
rasterFromSxts(): Convert sxts to RasterBrick
rbindlist.sxts(): Fast row-bind of a list of sxts objects

Per-series and per-cell summary statistics, including L-moments.

basic_stats(): Basic statistics and diagnostic panel for time series data
basic_stats_nc(): Compute basic statistics for gridded (NetCDF or raster) data
lmom_stats(): L-Moment Statistics
period_stats(): Period-based summary statistics
monthly_stats(): monthly_stats
monthly_stats_nc(): monthly_stats_nc
check_missing(): Check for missing values in time series data by period

Temporal aggregation and value transformations.

L-moment fitting, goodness of fit, and L-ratio diagnostics.

Sample and theoretical autocorrelation structures (CAS, HK, SRD).

ggplot2-based maps, diagnostics and seasonal plots.

Density, distribution, quantile and random-generation functions.

dexp() pexp() qexp() rexp(): Exponential Distribution
drayleigh() prayleigh() qrayleigh() rrayleigh(): Rayleigh Distribution
dgamma() pgamma() qgamma() rgamma(): Gamma Distribution
dnorm() pnorm() qnorm() rnorm(): Normal Distribution
dlognorm() plognorm() qlognorm() rlognorm(): Log-Normal Distribution
dgenlogi() pgenlogi() qgenlogi(): Generalized Logistic Distribution
dweibull() pweibull() qweibull() rweibull(): 3-parameter Weibull Distribution
dgumbel() pgumbel() qgumbel() rgumbel(): Gumbel Distribution
dgamma3() pgamma3() qgamma3() rgamma3(): 3-parameter Gamma Distribution
dgev() pgev() qgev() rgev(): Generalized Extreme Value Distribution
dgpd() pgpd() qgpd() rgpd(): Generalized Pareto Distribution
dgengamma() pgengamma() qgengamma() rgengamma(): Generalized Gamma Distribution
pgengamma_loc() dgengamma_loc() qgengamma_loc() rgengamma_loc(): Generalized Gamma with Location Distribution
dburr() pburr() qburr() rburr(): Burr Type XII Distribution
pdagum() ddagum() qdagum() rdagum(): Dagum Distribution
pexpweibull() dexpweibull() qexpweibull() rexpweibull(): Exponential Weibull Distribution

Data bundled with the package.