10.25 Refer to Exercises 10.23 and 10.24. Complete the following ANOVA table for each of the two dot plots: Source df SS MS F Treatments Error Total 10.23 Consider dot plots A and B (shown at the top of p. 523). NW Assume that the two samples represent independent random samples corresponding to two treatments in a completely randomized design. a. In which dot plot is the difference between the sample means small relative to the variability within the sample observations? Justify your answer. b. Calculate the treatment means (i.e.. the means of samples 1 and 2) for both dot plots. c. Use the means to calculate the sum of squares for treatments (SST) for each dot plot. d. Calculate the sample variance for each sample and use these values to obtain the sum of squares for error (SSE) for each dot plot. e. Calculate the total sum of squares [SS(Total)] for the two dot plots by adding the sums of squares for treatment and error. What percentage of SS(Total) is accounted for by the treatments-that is, what percentage of the total sum of squares is the sum of squares for treatment-in each case? f. Convert the sums of squares for treatment and error to mean squares by dividing each by the appropriate num- ber of degrees of freedom. Calculate the F-ratio of the mean square for treatment (MST) to the mean square for error (MSE) for each dot plot. g. Use the F-ratios to test the null hypothesis that the two samples are drawn from populations with equal means. Take a = .05. h. What assumptions must be made about the probability distributions corresponding to the responses for each treatment in order to ensure the validity of the F-tests conducted in part g? Dot Plots for Exercise 10.23 Plot A: 5 ° 16 T °° ° 7 °° 8 ° 9 0 ° 0 0 ° ° ° 15 0 0 10 150 11 12 13 14 ° ° ° 17 17 18 16 16 L + 00 8 9 10 11 12 13 14 Treatment (Sample) 1 Treatment (Sample) 2 Plot B: L + + 5 6 7 ° 15 15 00 1165 17 17 18

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter10: Statistics
Section10.4: Distributions Of Data
Problem 19PFA
Question

10.25 is a follow up to question 10.23.

10.25 Refer to Exercises 10.23 and 10.24. Complete the following
ANOVA table for each of the two dot plots:
Source
df
SS
MS
F
Treatments
Error
Total
Transcribed Image Text:10.25 Refer to Exercises 10.23 and 10.24. Complete the following ANOVA table for each of the two dot plots: Source df SS MS F Treatments Error Total
10.23 Consider dot plots A and B (shown at the top of p. 523).
NW Assume that the two samples represent independent
random samples corresponding to two treatments in a
completely randomized design.
a. In which dot plot is the difference between the sample
means small relative to the variability within the sample
observations? Justify your answer.
b. Calculate the treatment means (i.e.. the means of
samples 1 and 2) for both dot plots.
c. Use the means to calculate the sum of squares for
treatments (SST) for each dot plot.
d. Calculate the sample variance for each sample and
use these values to obtain the sum of squares for error
(SSE) for each dot plot.
e. Calculate the total sum of squares [SS(Total)] for the two
dot plots by adding the sums of squares for treatment and
error. What percentage of SS(Total) is accounted for by the
treatments-that is, what percentage of the total sum of
squares is the sum of squares for treatment-in each case?
f. Convert the sums of squares for treatment and error to
mean squares by dividing each by the appropriate num-
ber of degrees of freedom. Calculate the F-ratio of the
mean square for treatment (MST) to the mean square
for error (MSE) for each dot plot.
g. Use the F-ratios to test the null hypothesis that the two
samples are drawn from populations with equal means.
Take a = .05.
h. What assumptions must be made about the probability
distributions corresponding to the responses for each
treatment in order to ensure the validity of the F-tests
conducted in part g?
Dot Plots for Exercise 10.23
Plot A:
5
°
16
T
°°
°
7
°°
8
°
9
0
°
0 0
°
°
°
15
0 0
10
150
11 12 13 14
°
°
°
17
17
18
16
16
L
+
00
8
9
10 11 12 13
14
Treatment (Sample) 1
Treatment (Sample) 2
Plot B:
L
+
+
5
6
7
°
15
15
00
1165
17
17
18
Transcribed Image Text:10.23 Consider dot plots A and B (shown at the top of p. 523). NW Assume that the two samples represent independent random samples corresponding to two treatments in a completely randomized design. a. In which dot plot is the difference between the sample means small relative to the variability within the sample observations? Justify your answer. b. Calculate the treatment means (i.e.. the means of samples 1 and 2) for both dot plots. c. Use the means to calculate the sum of squares for treatments (SST) for each dot plot. d. Calculate the sample variance for each sample and use these values to obtain the sum of squares for error (SSE) for each dot plot. e. Calculate the total sum of squares [SS(Total)] for the two dot plots by adding the sums of squares for treatment and error. What percentage of SS(Total) is accounted for by the treatments-that is, what percentage of the total sum of squares is the sum of squares for treatment-in each case? f. Convert the sums of squares for treatment and error to mean squares by dividing each by the appropriate num- ber of degrees of freedom. Calculate the F-ratio of the mean square for treatment (MST) to the mean square for error (MSE) for each dot plot. g. Use the F-ratios to test the null hypothesis that the two samples are drawn from populations with equal means. Take a = .05. h. What assumptions must be made about the probability distributions corresponding to the responses for each treatment in order to ensure the validity of the F-tests conducted in part g? Dot Plots for Exercise 10.23 Plot A: 5 ° 16 T °° ° 7 °° 8 ° 9 0 ° 0 0 ° ° ° 15 0 0 10 150 11 12 13 14 ° ° ° 17 17 18 16 16 L + 00 8 9 10 11 12 13 14 Treatment (Sample) 1 Treatment (Sample) 2 Plot B: L + + 5 6 7 ° 15 15 00 1165 17 17 18
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