Package: ExpDes 1.2.2

ExpDes: Experimental Designs Package

Package for analysis of simple experimental designs (CRD, RBD and LSD), experiments in double factorial schemes (in CRD and RBD), experiments in a split plot in time schemes (in CRD and RBD), experiments in double factorial schemes with an additional treatment (in CRD and RBD), experiments in triple factorial scheme (in CRD and RBD) and experiments in triple factorial schemes with an additional treatment (in CRD and RBD), performing the analysis of variance and means comparison by fitting regression models until the third power (quantitative treatments) or by a multiple comparison test, Tukey test, test of Student-Newman-Keuls (SNK), Scott-Knott, Duncan test, t test (LSD) and Bonferroni t test (protected LSD) - for qualitative treatments; residual analysis (Ferreira, Cavalcanti and Nogueira, 2014) <doi:10.4236/am.2014.519280>.

Authors:Eric Batista Ferreira, Portya Piscitelli Cavalcanti, Denismar Alves Nogueira

ExpDes_1.2.2.tar.gz
ExpDes_1.2.2.zip(r-4.5)ExpDes_1.2.2.zip(r-4.4)ExpDes_1.2.2.zip(r-4.3)
ExpDes_1.2.2.tgz(r-4.4-any)ExpDes_1.2.2.tgz(r-4.3-any)
ExpDes_1.2.2.tar.gz(r-4.5-noble)ExpDes_1.2.2.tar.gz(r-4.4-noble)
ExpDes_1.2.2.tgz(r-4.4-emscripten)ExpDes_1.2.2.tgz(r-4.3-emscripten)
ExpDes.pdf |ExpDes.html
ExpDes/json (API)

# Install 'ExpDes' in R:
install.packages('ExpDes', repos = c('https://ericbarba.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • est21Ad - Stink bugs in corn: additional treatment.
  • ex - Vines: Split-Plot in Randomized Blocks Design
  • ex1 - Yacon: CRD
  • ex2 - Food bars: RBD
  • ex3 - Forage: LSD
  • ex4 - Composting: Doble Factorial scheme in CRD
  • ex5 - Food bars: Double Factorial scheme in RBD
  • ex6 - Fictional data 1
  • ex7 - Height of corn plants 21 days after emergence.
  • ex8 - Composting: double factorial scheme plus one additional treatment in CRD.
  • ex9 - Vegetated: Split-plot in CRD
  • exnl - Example of fictitious data set
  • respAd - Fictional data: additional treatment
  • secaAd - Composting: additional treatment

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

41 exports 1 stars 2.38 score 1 dependencies 11 mentions 67 scripts 796 downloads

Last updated 3 years agofrom:552aeb8197. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 02 2024
R-4.5-winNOTESep 02 2024
R-4.5-linuxNOTESep 02 2024
R-4.4-winNOTESep 02 2024
R-4.4-macNOTESep 02 2024
R-4.3-winOKSep 02 2024
R-4.3-macOKSep 02 2024

Exports:anscombetukeybartlettccbootccFcrdduncanfat2.ad.crdfat2.ad.rbdfat2.ad2.crdfat2.ad2.rbdfat2.crdfat2.rbdfat3.ad.crdfat3.ad.rbdfat3.crdfat3.rbdginvgraphicshanlastClatsdlayardlevenelsdlsdboneilldbconeillmathewsorder.grouporder.stat.SNKplotresrbdreg.nlreg.polysamiuddinscottknottsnksplit2.crdsplit2.rbdstriptapply.stattukey

Dependencies:stargazer

Readme and manuals

Help Manual

Help pageTopics
Test for homogeneity of variances of Anscombe and Tukeyanscombetukey
Test for Homogeneity of Variances: Bartlettbartlett
Multiple comparison: Bootstrapccboot
Multiple comparison: Calinski and CorstenccF
One factor Completely Randomized Designcrd
Multiple comparison: Duncan testduncan
Stink bugs in corn: additional treatment.est21Ad
Vines: Split-Plot in Randomized Blocks Designex
Yacon: CRDex1
Food bars: RBDex2
Forage: LSDex3
Composting: Doble Factorial scheme in CRDex4
Food bars: Double Factorial scheme in RBDex5
Fictional data 1ex6
Height of corn plants 21 days after emergence.ex7
Composting: double factorial scheme plus one additional treatment in CRD.ex8
Vegetated: Split-plot in CRDex9
Example of fictitious data setexnl
Double factorial scheme plus one additional treatment in CRDfat2.ad.crd
Double factorial scheme plus one additional treatment in RBDfat2.ad.rbd
Double factorial scheme plus two additional treatments in CRDfat2.ad2.crd
Double factorial scheme plus two additional treatments in RBDfat2.ad2.rbd
Double factorial scheme in CRDfat2.crd
Double factorial scheme in RBDfat2.rbd
Triple factorial scheme plus an additional treatment in CRDfat3.ad.crd
Triple factorial scheme plus an additional treatment in RBDfat3.ad.rbd
Triple factorial scheme in CRDfat3.crd
Triple factorial scheme in RBDfat3.rbd
Generalized inverseginv
Regression model plotsgraphics
Test for homogeneity of variances of Hanhan
Setting the last character of a chainlastC
Latin Square Designlatsd
Test for homogeneity of variances of Layardlayard
Test for homogeneity of variances of Levenelevene
Multiple comparison: Least Significant Difference testlsd
Multiple comparison: Bonferroni's Least Significant Difference testlsdb
Test for homogeneity of variances of ONeill and Mathews (RBD)oneilldbc
Test for homogeneity of variances of ONeill and Mathews (CRD)oneillmathews
Ordering the treatments according to the multiple comparisonorder.group
Grouping the treatments averages in a comparison with a minimum valueorder.stat.SNK
Residual plotsplotres
Randomized Blocks Designrbd
Non-linear Regressionreg.nl
Polinomial Regressionreg.poly
Fictional data: additional treatmentrespAd
Test for homogeneity of variances of Samiuddinsamiuddin
Multiple comparison: Scott-Knott testscottknott
Composting: additional treatmentsecaAd
Multiple comparison: Student-Newman-Keuls testsnk
Split-plots in CRDsplit2.crd
Split-plots in RBDsplit2.rbd
Strip-plot experimentsstrip
Statistics of data grouped by factorstapply.stat
Multiple comparison: Tukey's testtukey