a. What is the null hypothesis concerning these variables? b. Are the variances equal across the groups? How do you know? c. Based on what you decided in b) is it best to use the ANOVA results or the Welch results?

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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Question
NONE
282
081
h. Which religious group(s) seem to have the most negative views of Buddhism? Which seem to
have the most positive views?
OTHER
273
207
BUDDHISM
-523
257
JEWISH
PROTESTANT
198
251
CATHOLIC
-201
254
NONE
081
252
OTHER
474
316
BUDDHISM
-724
351
NONE
PROTESTANT
116
072
CATHOLIC
081
Double-dlick to
JEWISH
adivate
252
OTHER
-555
205
BUDDHISM
805
256
OTHER
PROTESTANT
671"
204
CATHOLIC
273
207
JEWISH
474
316
NONE
555
205
BUDDHISM
-250
319
BUDDHISM
PROTESTANT
921
255
CATHOLIC
523
257
JEWISH
.724
351
NONE
805
256
OTHER
250
319
a. What is the null hypothesis concerning these variables?
b. Are the variances equal across the groups? How do you know?
c. Based on what you decided in b) is it best to use the ANOVA results or the Welch results?
d. Based on the p-value (significance) from these results, can you reject the null hypothesis?
e. What do these results tell us about the relationship between the two variables (be specific
about what THIS test tells us – i.e., what does an ANOVA test actually do?
f. Which post-hoc test results should be used-the Scheffe or the Dunnett C? Why?
llullulliullte
Transcribed Image Text:NONE 282 081 h. Which religious group(s) seem to have the most negative views of Buddhism? Which seem to have the most positive views? OTHER 273 207 BUDDHISM -523 257 JEWISH PROTESTANT 198 251 CATHOLIC -201 254 NONE 081 252 OTHER 474 316 BUDDHISM -724 351 NONE PROTESTANT 116 072 CATHOLIC 081 Double-dlick to JEWISH adivate 252 OTHER -555 205 BUDDHISM 805 256 OTHER PROTESTANT 671" 204 CATHOLIC 273 207 JEWISH 474 316 NONE 555 205 BUDDHISM -250 319 BUDDHISM PROTESTANT 921 255 CATHOLIC 523 257 JEWISH .724 351 NONE 805 256 OTHER 250 319 a. What is the null hypothesis concerning these variables? b. Are the variances equal across the groups? How do you know? c. Based on what you decided in b) is it best to use the ANOVA results or the Welch results? d. Based on the p-value (significance) from these results, can you reject the null hypothesis? e. What do these results tell us about the relationship between the two variables (be specific about what THIS test tells us – i.e., what does an ANOVA test actually do? f. Which post-hoc test results should be used-the Scheffe or the Dunnett C? Why? llullulliullte
4. Below are the results of an ANOVA test using the comparing religious groups views of
NONE
PROTESTANT
116
077
809
CATHOLIC
-282
089
074
Buddhism. 1=very negative, 2=somewhat negative, 3=neutral, 4=somewhat positive, and
JEWISH
-081
238
1.000
5=very positive. Answer the questions based on the information in these results.
OTHER
-555
244
396
BUDDHISM
805
359
414
OTHER
PROTESTANT
Descriptives
671
240
167
CATHOLIC
273
244
940
What is your personal attitude towards members of the following religious group - Buddhists
JEWISH
474
329
839
NONE
555
244
396
95% Confidence Interval for
Mean
BUDDHISM
-250
425
997
BUDOHISM
PROTESTANT
921
357
247
N
Mean
Std. Deviation Std. Error Lower Bound Upper Bound
Minimum
Maximum
CATHOLIC
523
359
833
PROTESTANT
508
3.33
1.088
.048
3.23
3.42
1
5
JEWISH
724
422
708
NONE
805
359
414
ÇATHOLIC
253
3.73
960
.060
3.61
3.85
1
OTHER
250
425
997
JEWISH
19
3.53
1.073
246
3.01
4.04
1
DunnettC PROTESTANT
CATHOLIC
077
NONE
254
3.44
859
.054
3.34
3.55
1
JEWISH
198
251
OTHER
NONE
072
116
18
4.00
840
198
3.58
4.42
3
5
OTHER
671
204
BUDDHISM
4.25
707
250
3.66
4.84
3
5
BUDDHISM
-921
255
Total
1060
3.47
1.016
031
3.41
3.53
1
5
CATHOLIC
PROTESTANT
077
JEWISH
201
254
Post Hoc Tests
Test of Homogeneity of Variances
Multiple Comparisons
Levene
Statistic
df1
df2
Sig
Dependent Variable What is your personal attnude towards members of the following religious group - Buddhists
Mean
Diference 0
J)
What is your personal
attitude towards
members of the following
religious group -
Buddhists
Based on Mean
2.897
1054
.013
) R's religious
preference
CATHOLIC
OR's religious
Based on Median
2.838
1054
.015
preference
Std. Error
Sig
Schefe
PROTESTANT
-399
077
000
Based on Median and
2.838
1015.188
015
JEWISH
198
234
982
with adjusted df
NONE
116
077
809
OTHER
-671
240
.167
BUDDHISM
921
357
247
ANOVA
CATHOLIC
PROTESTANT
399
077
000
JEWISH
201
238
982
What is your personal attitude towards members of the following religious group - Buddhists
NONE
282
089
074
Sum of
Squares
OTHER
-273
244
940
df
Mean Square
F
Sig.
BUDDHISM
-523
359
833
JEWISH
PROTESTANT
198
234
982
Between Groups
37.013
5
7.403
7.394
000
CATHOLIC
201
238
982
Within Groups
1.000
1055.247
1054
1.001
NONE
081
238
OTHER
474
329
839
Total
1092.260
1059
BUDDHISM
724
422
708
Robust Tests of Equality of Means
What is your personal attitude towards members of the following religious group - Buddhists
Statistic
dr2
Sig.
Welch
a. Asymptoticaly F distributed.
8.163
45.993
.000
Transcribed Image Text:4. Below are the results of an ANOVA test using the comparing religious groups views of NONE PROTESTANT 116 077 809 CATHOLIC -282 089 074 Buddhism. 1=very negative, 2=somewhat negative, 3=neutral, 4=somewhat positive, and JEWISH -081 238 1.000 5=very positive. Answer the questions based on the information in these results. OTHER -555 244 396 BUDDHISM 805 359 414 OTHER PROTESTANT Descriptives 671 240 167 CATHOLIC 273 244 940 What is your personal attitude towards members of the following religious group - Buddhists JEWISH 474 329 839 NONE 555 244 396 95% Confidence Interval for Mean BUDDHISM -250 425 997 BUDOHISM PROTESTANT 921 357 247 N Mean Std. Deviation Std. Error Lower Bound Upper Bound Minimum Maximum CATHOLIC 523 359 833 PROTESTANT 508 3.33 1.088 .048 3.23 3.42 1 5 JEWISH 724 422 708 NONE 805 359 414 ÇATHOLIC 253 3.73 960 .060 3.61 3.85 1 OTHER 250 425 997 JEWISH 19 3.53 1.073 246 3.01 4.04 1 DunnettC PROTESTANT CATHOLIC 077 NONE 254 3.44 859 .054 3.34 3.55 1 JEWISH 198 251 OTHER NONE 072 116 18 4.00 840 198 3.58 4.42 3 5 OTHER 671 204 BUDDHISM 4.25 707 250 3.66 4.84 3 5 BUDDHISM -921 255 Total 1060 3.47 1.016 031 3.41 3.53 1 5 CATHOLIC PROTESTANT 077 JEWISH 201 254 Post Hoc Tests Test of Homogeneity of Variances Multiple Comparisons Levene Statistic df1 df2 Sig Dependent Variable What is your personal attnude towards members of the following religious group - Buddhists Mean Diference 0 J) What is your personal attitude towards members of the following religious group - Buddhists Based on Mean 2.897 1054 .013 ) R's religious preference CATHOLIC OR's religious Based on Median 2.838 1054 .015 preference Std. Error Sig Schefe PROTESTANT -399 077 000 Based on Median and 2.838 1015.188 015 JEWISH 198 234 982 with adjusted df NONE 116 077 809 OTHER -671 240 .167 BUDDHISM 921 357 247 ANOVA CATHOLIC PROTESTANT 399 077 000 JEWISH 201 238 982 What is your personal attitude towards members of the following religious group - Buddhists NONE 282 089 074 Sum of Squares OTHER -273 244 940 df Mean Square F Sig. BUDDHISM -523 359 833 JEWISH PROTESTANT 198 234 982 Between Groups 37.013 5 7.403 7.394 000 CATHOLIC 201 238 982 Within Groups 1.000 1055.247 1054 1.001 NONE 081 238 OTHER 474 329 839 Total 1092.260 1059 BUDDHISM 724 422 708 Robust Tests of Equality of Means What is your personal attitude towards members of the following religious group - Buddhists Statistic dr2 Sig. Welch a. Asymptoticaly F distributed. 8.163 45.993 .000
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