Package 'SplitSplitPlot'

Title: Analysis of Split-Split-Plot Experiments (Analise De Experimentos Em Parcela Subsubdividida)
Description: Performs analysis of split-split plot experiments in both completely randomized and randomized complete block designs. With the results, you can obtain ANOVA, mean tests, and regression analysis (Este pacote faz a analise de experimentos em parcela subsubdivididas no delineamento inteiramente casualizado e delineamento em blocos casualizados. Com resultados e possível obter a ANOVA, testes de medias e análise de regressao) <https://www.expstat.com/pacotes-do-r>.
Authors: Alcinei Mistico Azevedo [aut, cre]
Maintainer: Alcinei Mistico Azevedo <[email protected]>
License: GPL-3
Version: 0.0.1
Built: 2024-12-13 06:29:29 UTC
Source: CRAN

Help Index


Analysis of split-split-plot experiments (Analise de experimentos em parcela subsubdividida)

Description

SplitSplitPlot: Performs analysis of split-split-plot experiments(realiza a analise de experimentos em parcela subsubdividida).

Author(s)

Alcinei Mistico Azevedo <[email protected]>

References

Canal no youtube -> Alcinei Azevedo - Dicas e aulas <https://www.youtube.com/playlist?list=PLvth1ZcREyK4wSzwg-IxvrzaNzSLLrXEB>

BANZATTO, D. A.; KRONKA, S. N. Experimentacao Agricola. 4 ed. Jaboticabal: Funep. 2006. 237 p.

GOMES, F. P. Curso de Estatistica Experimental. 10a ed. Piracicaba: ESALQ/USP. 1982. 430.

See Also

aov, lm


Dados de exemplo de um experimento em DQL.

Description

Exemplo simulado com um conjunto de dados de um experimento em quadrados latino

Usage

data(ex1)

Format

Simulated example dataset for analysis of split-split-plot design (Conjunto de dados simulados de exemplo para a analise do esquema de parcelas subsubdivididas).

Author(s)

Alcinei Mistico Azevedo: [email protected]

References

<https://www.youtube.com/playlist?list=PLvth1ZcREyK72M3lFl7kBaHiVh5W53mlR>


Analysis of split-split plot experiment(Analise de experimento em parcela subsubdividida)

Description

This enables the analysis of split-split plot experiments. For quantitative factors, regression models are adjusted. For qualitative factors, multiple comparison tests are conducted (Esta possibilita a analise de experimentos em parcela subsubdividida. Para os fatores quantitativos são ajustados modelos de regressao. Para os fatores qualitativos sao feitos testes de comparacoes multiplas).

Usage

ssplot(data,design=2,quali=c(TRUE,TRUE,TRUE),sig=0.05,verbose=TRUE)

Arguments

data

Matrix containing necessarily 5 columns, with the identification of the levels of factor A, factor B, factor C, Replications, and response variable, respectively (Matriz contendo obrigatoriamente nas 5 colunas a identificacao dos niveis do fator A, fator B, fator C, Repeticoes e variavel resposta, reespectivaemnte).

design

Indicates the statistical design (indica o delineamento estatistico).

  • design=1 Completely randomized design (Delineamento inteiramente casualizado).

  • design=2 Randomized complete block design (Delineamento em blocos casualizados).

quali

Vector with three logical values (TRUE/FALSE). TRUE indicates that the respective factor is qualitative, performing the mean test. FALSE indicates that the factor is quantitative, and regression analysis is performed (Vetor com tres valores logicos (TRUE/FALSE). TRUE indica que o respectivo fator e qualitativo, realizando-se o teste de medias. FALSE indica que o fator e quantitativo, sendo feita a analise de regressao).

sig

Value indicating the significance level (default = 0.05) (valor indicando o nivel de significancia (default = 0.05)).

verbose

Logical value (TRUE/FALSE), TRUE displays the analysis results. (Valor logico (TRUE/FALSE), TRUE apresenta os resultados da analise).

Value

Returns the results of split-split plot experiments (Retorna os resultados de experimentos em parcelas subsubdivididas).

Author(s)

Alcinei Mistico Azevedo, [email protected]

References

<https://www.youtube.com/playlist?list=PLvth1ZcREyK4wSzwg-IxvrzaNzSLLrXEB>

BANZATTO, D. A.; KRONKA, S. N. Experimentacao Agricola. 4 ed. Jaboticabal: Funep. 2006. 237 p.

GOMES, F. P. Curso de Estatistica Experimental. 10a ed. Piracicaba: ESALQ/USP. 1982. 430.

Examples

##Exemplo de experimento

data(ex1)


###########################################################
#######Analysis considering all qualitative factors #######
###########################################################

#Analysis considering the Completely Randomized Design.
#Analise considerando o Delineamento inteiramente casualizado
ssplot(ex1,design=1,quali=c(TRUE,TRUE,TRUE))

#Analysis considering the Randomized Complete Block Design
#Analise considerando o Delineamento em blocos casualizados
ssplot(ex1,design=2,quali=c(TRUE,TRUE,TRUE))

###########################################################
#######Analysis considering two of the factors as quantitative. #######
###########################################################


#' #Analysis considering the Completely Randomized Design.
#Analise considerando o Delineamento inteiramente casualizado
ssplot(ex1,design=1,quali=c(TRUE,FALSE,FALSE))

#Analysis considering the Randomized Complete Block Design
#Analise considerando o Delineamento em blocos casualizados
ssplot(ex1,design=2,quali=c(TRUE,FALSE,FALSE))