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hero  

Spatio-Temporal (Hero) Sandwich Smoother
View on CRAN: Click here


Download and install hero package within the R console
Install from CRAN:
install.packages("hero")

Install from Github:
library("remotes")
install_github("cran/hero")

Install by package version:
library("remotes")
install_version("hero", "0.6")



Attach the package and use:
library("hero")
Maintained by
Joshua French
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-10-30
Latest Update: 2023-07-15
Description:
An implementation of the sandwich smoother proposed in Fast Bivariate Penalized Splines by Xiao et al. (2012) . A hero is a specific type of sandwich. Dictionary.com (2018) describes a hero as: a large sandwich, usually consisting of a small loaf of bread or long roll cut in half lengthwise and containing a variety of ingredients, as meat, cheese, lettuce, and tomatoes. Also implements the spatio-temporal sandwich smoother of French and Kokoszka (2021) .
How to cite:
Joshua French (2018). hero: Spatio-Temporal (Hero) Sandwich Smoother. R package version 0.6, https://cran.r-project.org/web/packages/hero. Accessed 21 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:47), 0.0.3 (2018-10-30 17:30), 0.4.7 (2020-01-24 23:00)
Other packages that cited hero R package
View hero citation profile
Other R packages that hero depends, imports, suggests or enhances
Complete documentation for hero
Functions, R codes and Examples using the hero R package
Some associated functions: adjacent . as.starray . as.sts . assemble . border.grid . bspline . circulate . connect . create.prepared_list . default.evalargs . default.splines . diffpen . enhance.grid . enhance . enlarge . generate.data2d . generate.data3d . hero . knot.design . kronecker.seq . loglambda2gcv . ludata . plot.hero . plot.hero_adjacent . plot.hero_bspline . plot.hero_enlarge . plot.hero_radspline . poly2SpatialPolygons . precompute . predict.hero . predict.hero_bspline . predict.hero_radspline . prepare.array . prepare.list . prepare.matrix . prepare.numeric . prepare . prepare.starray . prepare.sts . prepare_sequential . radspline . rh . rh.seq . spdiffpen . tasmax . wrfg_cgcm3_tasmax . 
Some associated R codes: adjacent.R . as.starray.R . as.sts.R . assemble.R . assemble.hero_bspline.R . assemble.hero_radspline.R . assemble.list.R . border.grid.R . bspline.R . circulate.R . connect.R . create.prepared_list.R . default.evalargs.R . default.splines.R . diffpen.R . enhance.R . enhance.grid.R . enlarge.R . generate.data2d.R . generate.data3d.R . hero.R . hero.prepared_array.R . hero.prepared_list.R . hero.prepared_matrix.R . hero.prepared_numeric.R . hero.prepared_sequential.R . hero.prepared_starray.R . hero.prepared_sts.R . knot.design.R . kronecker.seq.R . loglambda2gcv.R . ludata.R . plot.hero.R . plot.hero_adjacent.R . plot.hero_bspline.R . plot.hero_enlarge.R . plot.hero_numeric.R . plot.hero_radspline.R . poly2SpatialPolygons.R . precompute.R . predict.hero.R . predict.hero_bspline.R . predict.hero_radspline.R . prepare.R . prepare.array.R . prepare.list.R . prepare.matrix.R . prepare.numeric.R . prepare.starray.R . prepare.sts.R . prepare_mpi.R . prepare_parallel.R . prepare_sequential.R . radspline.R . rh.R . rh.seq.R . spdiffpen.R . tasmax.R . wrfg_cgcm3_tasmax.R .  Full hero package functions and examples
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