Analysis of the Temp data, using Temperaturas as the response variable and Hornos as the single grouping factor.

Prepared by BrailleR

Group summaries

Level Mean Standard deviation n Standard error
1 95.00000 3.039737 5 1.359412
2 82.60000 4.962022 4 2.481011
3 81.10833 7.784434 6 3.177982

The ratio of the largest group standard deviation to the smallest is 2.56

Comparative boxplots

When boxplots are not included, it is because at least one group size is too small.

Comparative dotplots

Warning in dotplot.formula(Temperaturas ~ Hornos, xlab = "Temperaturas", : The
dotplot command is a wrapper for stripchart, and is not a base R function.

Comparative dotplots

This graph has 3 dotplots printed horizontally
with the title: 
"" appears on the x-axis.
"" appears on the y-axis.
Tick marks for the x-axis are at: 75, 80, 85, 90, and 95 
the data that range from 71.85 to 98.3 has been broken into 6 bins.
The counts are:
1: 0 0 0 0 3 2 
2: 0 2 1 1 0 0 
3: 2 1 1 1 1 0 

One-way Analysis of Variance


The p value for Hornos is 0.0048

The ratios of the group standard deviations to the overall standard deviation 
 (groups ordered by increasing mean) are:
 0.52 0.84 1.33

            Df Sum Sq Mean Sq F value  Pr(>F)   
Hornos       2  594.5  297.27    8.62 0.00478 **
Residuals   12  413.8   34.48                   
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual analysis

Tests for homogeneity of Variance


    Bartlett test of homogeneity of variances

data:  Temperaturas by Hornos
Bartlett's K-squared = 3.0983, df = 2, p-value = 0.2124

    Fligner-Killeen test of homogeneity of variances

data:  Temperaturas by Hornos
Fligner-Killeen:med chi-squared = 6.0678, df = 2, p-value = 0.04813

Tukey Honestly Significant Difference test

For term Hornos the comparisons which are significant at 5% are:
1 and 3 with a difference of 13.89 and P-value of 0.0055 
1 and 2 with a difference of 12.4 and P-value of 0.0213 
  Tukey multiple comparisons of means
    95% family-wise confidence level
    factor levels have been ordered

Fit: aov(formula = Temperaturas ~ Hornos, data = Temp)

$Hornos
         diff       lwr      upr     p adj
2-3  1.491667 -8.621076 11.60441 0.9187473
1-3 13.891667  4.405073 23.37826 0.0054661
1-2 12.400000  1.890529 22.90947 0.0212703

Plot of Tukey HSD