In: Statistics and Probability
The maximum reaction rates (Vmax) for the enzyme invertase were measured from samples at four temperatures. Test the hypothesis that there are no significant differences in the mean invertase reaction rates among temperatures at the 5% level of significance. (8 points)
Vmax for Inveratse (10–3 mM/min) |
|||
30C |
40C |
50C |
60C |
2.3 |
2.6 |
2.9 |
2.8 |
2.9 |
3.2 |
3.5 |
3.4 |
2.2 |
2.4 |
4.2 |
2.6 |
2.5 |
3.2 |
2.6 |
|
3.2 |
7. Report the SS(total) value
a. 4.0500
b.5.5800
c.2.5300
d. 4.1094
8. Report the SS(error) value
a.2.0922
b.2.4950
c.3.4400
d.4.5430
9. Report the MS(group) value
a.0.3592
b.0.5382
c.0.2582
d.0.6526
10. Report the MS(error) value
a.0.3928
b.0.5322
c.0.2078
d.0.1744
11. What is the F-ratio?
a. 2.59
b.3.74
c.4.83
d.5.46
12.What is the F(critical) value?
a.2.97
b.3.49
c.4.83
d.5.46
13. Which of the following Null Hypothesis is true?
a.H0: All sites have equal means
b.H0: Two of the sites have equal means
c. H0:At least one site has a different mean
d. H0: Two sites do NOT have equal means
14. Which of the following Alternate Hypothesis is true?
a.H1:All sites have equal means
b.H1:Two of the sites have equal means
c.H1:At least one site has a different mean
d.H1:Two of the sites do NOT have equal means
15. What is your conclusion?
a.Reject H0
b.Do Not Reject H0
c. All sites have different means
A | B | C | D | |
count, ni = | 5 | 4 | 4 | 3 |
mean , x̅ i = | 2.620 | 2.85 | 3.30 | 2.93 |
std. dev., si = | 0.421 | 0.412 | 0.707 | 0.42 | |
sample variances, si^2 = | 0.177 | 0.170 | 0.500 | 0.173 | |
total sum | 13.1 | 11.4 | 13.2 | 8.8 | 46.5 |
grand mean , x̅̅ = | Σni*x̅i/Σni = |
2.91 |
square of deviation of sample mean from grand mean,( x̅ -
x̅̅)² 0.082 0.003
0.155 0.001
TOTAL
SS(between)= SSB = Σn( x̅ - x̅̅)² = 0.410
0.013 0.620 0.002
1.044708333
SS(within ) = SSW = Σ(n-1)s² = 0.708
0.510 1.500 0.347 3.0647
no. of treatment , k = 4
df between = k-1 = 3
N = Σn = 16
df within = N-k = 12
mean square between groups , MSB = SSB/k-1 =
0.3482
mean square within groups , MSW = SSW/N-k =
0.2554
F-stat = MSB/MSW = 1.3636
P value = 0.3008
anova table | ||||||
SS | df | MS | F | p-value | F-critical | |
Between: | 1.0447 | 3 | 0.35 | 1.36 | 0.3008 | 3.49 |
Within: | 3.0647 | 12 | 0.26 | |||
Total: | 4.1094 | 15 | ||||
α = | 0.05 | |||||
conclusion : | p-value>α , do not reject null hypothesis |
a.H0: All sites have equal means
if alternate true
c.H1:At least one site has a different mean
conclusion : p-value>α , do not reject null
hypothesis
Please revert back in case of any doubt.
Please upvote. Thanks in advance.