Question

In: Math

An experiment was conducted to see the effectiveness of two antidotes to three different doses of...

An experiment was conducted to see the effectiveness of two antidotes to three different doses of a toxin. The antidote was given to a different sample of participants five minutes after the toxin. Twenty-five minutes later the response was measured as the concentration in the blood. What can the researchers conclude with α = 0.01?

Dose
Antidote 5 10 15
1 0.6
1.1
1.1
2.1
1.5
6.2
3.1
4.1
5.9
2 1.1
1.2
1.1
1.7
1.3
1.5
2.1
3.1
2.1



a) What is the appropriate test statistic?
---Select--- na one-way ANOVA within-subjects ANOVA two-way ANOVA

b) Compute the appropriate test statistic(s) to make a decision about H0.
Antidote: critical value =  ; test statistic =
Decision:  ---Select--- Reject H0 Fail to reject H0

Dose: critical value =  ; test statistic =
Decision:  ---Select--- Reject H0 Fail to reject H0

Interaction: critical value =  ; test statistic =
Decision:  ---Select--- Reject H0 Fail to reject H0

Solutions

Expert Solution

Anova: Two-Factor With Replication
SUMMARY 5 10 15 Total
1
Count 3 3 3 9
Sum 2.8 9.8 13.1 25.7
Average 0.933333 3.266667 4.366667 2.855556
Variance 0.083333 6.543333 2.013333 4.465278
2
Count 3 3 3 9
Sum 3.4 4.5 7.3 15.2
Average 1.133333 1.5 2.433333 1.688889
Variance 0.003333 0.04 0.333333 0.431111
Total
Count 6 6 6
Sum 6.2 14.3 20.4
Average 1.033333 2.383333 3.4
Variance 0.046667 3.569667 2.06
ANOVA
Source of Variation SS df MS F P-value
Sample 6.125 1 6.125 4.075786 0.066418
Columns 16.91444 2 8.457222 5.627726 0.018877
Interaction 4.223333 2 2.111667 1.405176 0.282941
Within 18.03333 12 1.502778
Total 45.29611 17

c) ANTIDOTE = SSeffect / SStotal= 6.125/45.2961=0.14 (small)

DOSE =SSeffect / SStotal = 16.91/45.296 = 0.37 medium

INTERACTION =  SSeffect / SStotal = 4.22/45.296 = 0.09 (SMALL)

d)

There is no antidote difference in blood concentration.    

There is no  dose difference in blood concentration

There is no antidote by dose interaction in blood concentration.  


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