Question

In: Statistics and Probability

2-Way ANOVA A researcher was interested in the impact that gender and temperature have on participants’...

2-Way ANOVA

A researcher was interested in the impact that gender and temperature have on participants’ responses on a memory task. The researcher randomly-selected 20 participants to take part in the experiment: 10 of the participants were male and 10 of the participants were female. The participants from each gender group were then randomly assigned to complete the memory task (scores 1-100) either in a cold room or in a warm room.

Participant Score Temp
M1 64 cold
M2 68 warm
M3 23 cold
M4 76 cold
M5 34 warm
M6 54 warm
M7 45 cold
M8 78 cold
M9 45 warm
M10 78 warm
F1 45 warm
F2 56 cold
F3 34 warm
F4 78 cold
F5 98 warm
F6 67 warm
F7 43 cold
F8 35 cold
F9 67 warm
F10 38 cold

Solutions

Expert Solution

Anova: Two-Factor With Replication
SUMMARY male female Total
cold
Count 5 5 10
Sum 286 250 536
Average 57.2 50 53.6
Variance 537.7 309.5 390.9333
warm
Count 5 5 10
Sum 279 311 590
Average 55.8 62.2 59
Variance 309.2 604.7 417.5556
Total
Count 10 10
Sum 565 561
Average 56.5 56.1
Variance 376.9444 447.6556
ANOVA
Source of Variation SS df MS F P-value F crit
temp 145.8 1 145.8 0.331157 0.572984 4.493998
gender 0.8 1 0.8 0.001817 0.966526 4.493998
Interaction 231.2 1 231.2 0.525126 0.479127 4.493998
Within 7044.4 16 440.275
Total 7422.2 19

pa vlue for temp = 0.57

p avlue > 0.05 , not significant

so, does not have significant effect

..............

p avlue for gender = 0.9665

p value > 0.05, not significant

so, does not have sifnificant effect

.......................

Please revert back in case of any doubt.

Please upvote. Thanks in advance.


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