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summary(aov(Y~diamonds$price))
Response 1 :
Df Sum Sq Mean Sq F value Pr(>F)
diamonds$price 1 53093 53093 193740 < 2.2e-16 ***
Residuals 53938 14781 0
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Response 2 :
Df Sum Sq Mean Sq F value Pr(>F)
Y <- cbind(diamonds$x, diamonds$y, diamonds$z)
mx<-manova(Y~diamonds$price)
summary(mx)
Df Pillai approx F num Df den Df Pr(>F)
diamonds$price 1 0.78254 64698 3 53936 < 2.2e-16 ***
Residuals 53938
library(ggplot2)
data("diamonds")
head(diamonds)
# A tibble: 6 x 10
carat cut color clarity depth table price x y z
<dbl> <ord> <ord> <ord> <dbl> <dbl> <int> <dbl> <dbl> <dbl>
1 0.23 Ideal E SI2 61.5 55 326 3.95 3.98 2.43
2 0.21 Premium E SI1 59.8 61 326 3.89 3.84 2.31
3 0.23 Good E VS1 56.9 65 327 4.05 4.07 2.31
4 0.290 Premium I VS2 62.4 58 334 4.2 4.23 2.63
var.test(formula = Ozone ~ Month, data = airquality, subset= Month %in% c("5","6"))
F test to compare two variances
data: Ozone by Month
F = 1.4898, num df = 25, denom df = 8, p-value = 0.5765
alternative hypothesis: true ratio of variances is not equal to 1
95 percent confidence interval:
0.378455 4.101711
sample estimates:
var.test(formula = Ozone ~ Month, data = airquality)
Error in var.test.formula(formula = Ozone ~ Month, data = airquality) :
fator de agrupamento deve ter exatamente 2 níveis
library(datasets)
data(airquality)
names(airquality)
[1] "Ozone" "Solar.R" "Wind" "Temp" "Month" "Day"
setwd("..")
install("cats")
#' Diagnóstico do modelo
#' Função criar gráficos de modelos GLM para diagnóstico
#' Para utilizar: modeldiag()
create("rutils")