Question

A factorial experiment was designed to test for any significant differences in the time needed to...

A factorial experiment was designed to test for any significant differences in the time needed to perform English to foreign language translations with two computerized language translators. Because the type of language translated was also considered a significant factor, translations were made with both systems for three different languages: Spanish, French, and German. Use the following data for translation time in hours.

Language
Spanish French German
System 1 7 14 14
11 18 18
System 2 10 16 19
14 18 25

Test for any significant differences due to language translator system (Factor A), type of language (Factor B), and interaction. Use  = .05.

  1. Complete the following ANOVA table (to 2 decimals, if necessary). Round p-value to four decimal places.
    Source of Variation Sum of Squares Degrees of Freedom Mean Square F p-value
    Factor A
    Factor B
    Interaction
    Error
    Total

Homework Answers

Answer #1

using excel data analysis tool for two way anova,following output is obtained..

Anova: Two-Factor With Replication
SUMMARY Spanish French German Total
System 1
Count 2 2 2 6
Sum 18 32 32 82
Average 9 16 16 13.667
Variance 8 8 8 17.867
System 2
Count 2 2 2 6
Sum 24 34 44 102
Average 12 17 22 17
Variance 8 2 18 25.6
Total
Count 4 4 4
Sum 42 66 76
Average 10.5 16.5 19
Variance 8.333 3.667 20.667
ANOVA
Source of Variation SS df MS F P-value F crit
factoe A 33.33 1 33.33 3.85 0.0975 5.99
factor B 152.67 2 76.33 8.81 0.0164 5.14
Interaction 12.67 2 6.33 0.73 0.5200 5.14
error 52.00 6 8.67
Total 250.67 11

since p-value for factor A =0.0975>0.05,test is not significant

since ,p-value for factor B =0.0164<0.05,it is significant

since p-value for interaction =0.5200>0.05, test is not significant

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