A research study examined the effects of type of material and temperature on the lifetime of a battery (in hours). In an experiment, three types of material were used (nickel-cadmium, nickel-metal hydride, and lithium-ion). Twelve batteries of each type of material were randomly assigned to one of three temperatures (15 degrees Fahrenheit, 70 degrees Fahrenheit, or 125 degrees Fahrenheit) so that there were four batteries of each type of material in each of the three temperature groups. Batteries were stored in rooms with the assigned temperature. The lifetime of each battery (in hours) was recorded. The researchers analyzed the data and reported the following incomplete Analysis of Variance table, which includes an interaction term.   Source of variation Material Temperature Metal*Temperature Error sum of squares 10684 39118 9612 18231 DF 27 mean squares 675 F-statistic p-value 0.0020 <.0001 0.0186 To determine if the interaction term is significant, an F-test is performed. How is the F-statistic for the interaction term calculated? F-stat =    / What are the degrees of freedom for the F-statistic for the interaction term? numerator df =       denominator df =

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
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Chapter10: Statistics
Section10.6: Summarizing Categorical Data
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A research study examined the effects of type of material and temperature on the lifetime of a battery (in hours). In an experiment, three types of material were used (nickel-cadmium, nickel-metal hydride, and lithium-ion). Twelve batteries of each type of material were randomly assigned to one of three temperatures (15 degrees Fahrenheit, 70 degrees Fahrenheit, or 125 degrees Fahrenheit) so that there were four batteries of each type of material in each of the three temperature groups. Batteries were stored in rooms with the assigned temperature. The lifetime of each battery (in hours) was recorded. The researchers analyzed the data and reported the following incomplete Analysis of Variance table, which includes an interaction term.

 

Source of variation
Material
Temperature
Metal*Temperature
Error
sum of squares
10684
39118
9612
18231
DF



27
mean squares



675
F-statistic p-value
0.0020
<.0001
0.0186

To determine if the interaction term is significant, an F-test is performed.

  1. How is the F-statistic for the interaction term calculated? F-stat =    /
  2. What are the degrees of freedom for the F-statistic for the interaction term? numerator df =       denominator df =
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