We want to find out if college students trust a presidential candidate (in this case Mitt Romney). We randomly select 29 college students from a national registry (assuming there was such a thing) and ask them to rate how trustworthy they find Mitt Romney on a scale of 0 to 7 with 0 being

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question

We want to find out if college students trust a presidential candidate (in this case Mitt Romney). We randomly select 29 college students from a national registry (assuming there was such a thing) and ask them to rate how trustworthy they find Mitt Romney on a scale of 0 to 7 with 0 being completely untrustworthy and 7 being completely trustworthy. The sample of 29 students results in an average of 3.94 points. Since 3.5 is the middle or neutral value, we are going to treat it as the “standard” or the assumed “no effect” value. We will also assume a sample standard deviation (sigma) of 2 points.

The null hypothesis in this case is that college students’ average trust rating for Mitt Romney = 3.5 (the neutral value).

a. There are three options for the alternative hypothesis. Choose one and make a statement of your alternative hypothesis.

b. Use the t-test formula for statistical significance to calculate the value of “t.” What does this value tell us (in units of standard error) about Mitt Romney’s average rating compared to the neutral value of 3.5?

 

c. Using Table C from the text (also pasted below), find the appropriate row based on the degrees of freedom to determine and report the critical value for alpha = .05.

d. Now approximate the p-value for the result you found in part “b”. (Hint: remember to use one-sided or two-sided based on the type of alternative hypothesis you stated. You should be able to say the p-value is between ____ and ____).

e. Assuming an alpha level of .05: Based on the result from C, do we have statistical significance? Can we reject the null? Why?

Table entry for C is the critical value
* required for confidence level C.
To approximate one- and two-sided
Pvalues, compare the value of the t
Tail area 15
statistic with the critical values of
Area C
that match the Pvalues given at the
bottom of the table.
TABLE C tDISTRIBUTION CRITICAL VALUES
CONFIDENCE LEVEL C
DEGREES OF
FREEDOM
50% 60% 70%
80%
90%
95%
96%
98%
99%
99.5% 99.8%
99.9%
1.000 1.376 1.963 3.078 6.314 12.71
0.816 1.061 1.386 1.886 2.920
0.765 0.978 1.250 1.638 2.353
0.741 0.941 1.190 1.533 2.132
0.727 0.920 1.156 1.476 2.015
15.89
4.849
3.482
2.999
2.757
63.66
9.925
5.841
4.604
4.032
127.3
14.09
7.453
5.598
4.773
318.3
22.33
10.21
7.173
5.893
636.6
31.60
12.92
8.610
6.869
31.82
4.303
3.182
2.776
2.571
6.965
4.541
3.747
3.365
2
000
4
5.959
3.707
3.499
3.355
3.250
3.169
5.208
4.785
4.501
4.297
4.144
4.317
0.718 0.906 1.134 1.440 1.943
0.711 0.896 1.119 1.415 1.895
0.706 0.889 1.108 1.397 1.860
0.703 0.883 1.100 1.383 1.833
0.700 0.879 1.093 1.372 1.812
2.447
2.365
2.306
2.262
2.228
2.612
2.517
2.449
2.398
2.359
3.143
2.998
2.896
2.821
2.764
6.
4.029
3.833
3.690
3.581
5.408
5.041
4.781
4.587
7.
10
0.697 0.876 1.088 1.363 1.796
0.695 0.873 1.083 1.356 1.782
0.694 0.870 1.079 1.350 1.771
0.692 0.868 1.076 1.345 1.761
0.691 0.866 1.074 1.341 1.753
2.201
2.179
2.160
2.145
2.131
2.328
2.303
2.282
2.264
2.249
2.718
2.681
2.650
2.624
2.602
3.106
3.055
3.012
2.977
2.947
3.497
3.428
3.372
3.326
3.286
4.025
3.930
3.852
3.787
3.733
4.437
4.318
4.221
4.140
4.073
11
12
13
14
15
0.690 0.865 1.071 1.337 1.746
0.689 0.863 1.069 1.333 1.740
0.688 0.862 1.067 1.330 1.734
0.688 0.861 1.066 1.328 1.729
0.687 0.860 1.064 1.325 1.725
2.120
2.110
2.101
2.093
2.086
2.235
2.224
2.214
2.205
2.197
2.583
2.567
2.552
2.539
2.528
2.921
2.898
2.878
2.861
2.845
3.252
3.222
3.197
3.174
3.153
3.686
3.646
3.611
3.579
3.552
4.015
3.965
3.922
3.883
3.850
16
17
18
19
20
3.527
3.505
3.485
3.819
21
22
23
24
25
0.686 0.859 1.063 1.323 1.721
0.686 0.858 1.061 1.321 1.717
0.685 0.858 1.060 1.319 1.714
0.685 0.857 1.059 1.318 1.711
0.684 0.856 1.058 1.316 1.708
2.080
2.074
2.069
2.064
2.060
2.189
2.183
2.177
2.172
2.167
2.518
2.508
2.500
2.492
2.485
2.831
2.819
2.807
3.135
3.119
3.104
3.792
3.768
2.797
2.787
3.091
3.078
3.467
3.450
3.745
3.725
3.067
3.057
3.047
3.038
3.030
3.707
26
27
28
29
30
0.684 0.856 1.058 1.315 1.706 2.056
2.052
2.048
2.045
2.042
1.703
0.683 0.855 1.056 1.313 1.701
1.699
1.310 1.697
2.162
2.158
2.154
2.150
2.147
2.479
2.473
2.467
2.462
2.457
2.779
2.771
2.763
2.756
2.750
3.435
3.421
3.408
3.396
3.385
3.690
3.674
3.659
3.646
0.684 0.855 1.057 1.314
0.683 0.854 1.055 1.311
0.683 0.854 1.055
2.423
2.403
2.390
2.374
2.704
2.678
2.660
2.639
2.626
2.581
2.971
2.937
2.915
2.887
2.871
2.813
3.307
3.261
3.232
3.195
3.174
3.098
3.551
3.496
3.460
3.416
3.390
3.300
2.123
2.109
2.099
40
50
60
80
100
1000
0.681 0.851 1.050 1.303 1.684
0.679 0.849 1.047 1.299 1.676
0.679 0.848 1.045 1.296 1.671
0.678 0.846
0.677 0.845 1.042 1.290 1.660
0.675 0.842 1.037 1.282 1.646
2.021
2.009
2.000
1.990
1.984
1.962
2.088
2.081
2.056
1.043 1.292
1.664
2.364
2.330
0.674 0.841 1.036 1.282 1.645
1.960
2.054
2.326
2.576
2.807
3.091
3.291
One-sided P
.25
.20
.15
.10
.05
.025
.02
„01
.005
„0025
.001
.0005
Two-sided P
50
40
30
.20
.10
.05
.04
.02
.01
„005
.002
.001
Transcribed Image Text:Table entry for C is the critical value * required for confidence level C. To approximate one- and two-sided Pvalues, compare the value of the t Tail area 15 statistic with the critical values of Area C that match the Pvalues given at the bottom of the table. TABLE C tDISTRIBUTION CRITICAL VALUES CONFIDENCE LEVEL C DEGREES OF FREEDOM 50% 60% 70% 80% 90% 95% 96% 98% 99% 99.5% 99.8% 99.9% 1.000 1.376 1.963 3.078 6.314 12.71 0.816 1.061 1.386 1.886 2.920 0.765 0.978 1.250 1.638 2.353 0.741 0.941 1.190 1.533 2.132 0.727 0.920 1.156 1.476 2.015 15.89 4.849 3.482 2.999 2.757 63.66 9.925 5.841 4.604 4.032 127.3 14.09 7.453 5.598 4.773 318.3 22.33 10.21 7.173 5.893 636.6 31.60 12.92 8.610 6.869 31.82 4.303 3.182 2.776 2.571 6.965 4.541 3.747 3.365 2 000 4 5.959 3.707 3.499 3.355 3.250 3.169 5.208 4.785 4.501 4.297 4.144 4.317 0.718 0.906 1.134 1.440 1.943 0.711 0.896 1.119 1.415 1.895 0.706 0.889 1.108 1.397 1.860 0.703 0.883 1.100 1.383 1.833 0.700 0.879 1.093 1.372 1.812 2.447 2.365 2.306 2.262 2.228 2.612 2.517 2.449 2.398 2.359 3.143 2.998 2.896 2.821 2.764 6. 4.029 3.833 3.690 3.581 5.408 5.041 4.781 4.587 7. 10 0.697 0.876 1.088 1.363 1.796 0.695 0.873 1.083 1.356 1.782 0.694 0.870 1.079 1.350 1.771 0.692 0.868 1.076 1.345 1.761 0.691 0.866 1.074 1.341 1.753 2.201 2.179 2.160 2.145 2.131 2.328 2.303 2.282 2.264 2.249 2.718 2.681 2.650 2.624 2.602 3.106 3.055 3.012 2.977 2.947 3.497 3.428 3.372 3.326 3.286 4.025 3.930 3.852 3.787 3.733 4.437 4.318 4.221 4.140 4.073 11 12 13 14 15 0.690 0.865 1.071 1.337 1.746 0.689 0.863 1.069 1.333 1.740 0.688 0.862 1.067 1.330 1.734 0.688 0.861 1.066 1.328 1.729 0.687 0.860 1.064 1.325 1.725 2.120 2.110 2.101 2.093 2.086 2.235 2.224 2.214 2.205 2.197 2.583 2.567 2.552 2.539 2.528 2.921 2.898 2.878 2.861 2.845 3.252 3.222 3.197 3.174 3.153 3.686 3.646 3.611 3.579 3.552 4.015 3.965 3.922 3.883 3.850 16 17 18 19 20 3.527 3.505 3.485 3.819 21 22 23 24 25 0.686 0.859 1.063 1.323 1.721 0.686 0.858 1.061 1.321 1.717 0.685 0.858 1.060 1.319 1.714 0.685 0.857 1.059 1.318 1.711 0.684 0.856 1.058 1.316 1.708 2.080 2.074 2.069 2.064 2.060 2.189 2.183 2.177 2.172 2.167 2.518 2.508 2.500 2.492 2.485 2.831 2.819 2.807 3.135 3.119 3.104 3.792 3.768 2.797 2.787 3.091 3.078 3.467 3.450 3.745 3.725 3.067 3.057 3.047 3.038 3.030 3.707 26 27 28 29 30 0.684 0.856 1.058 1.315 1.706 2.056 2.052 2.048 2.045 2.042 1.703 0.683 0.855 1.056 1.313 1.701 1.699 1.310 1.697 2.162 2.158 2.154 2.150 2.147 2.479 2.473 2.467 2.462 2.457 2.779 2.771 2.763 2.756 2.750 3.435 3.421 3.408 3.396 3.385 3.690 3.674 3.659 3.646 0.684 0.855 1.057 1.314 0.683 0.854 1.055 1.311 0.683 0.854 1.055 2.423 2.403 2.390 2.374 2.704 2.678 2.660 2.639 2.626 2.581 2.971 2.937 2.915 2.887 2.871 2.813 3.307 3.261 3.232 3.195 3.174 3.098 3.551 3.496 3.460 3.416 3.390 3.300 2.123 2.109 2.099 40 50 60 80 100 1000 0.681 0.851 1.050 1.303 1.684 0.679 0.849 1.047 1.299 1.676 0.679 0.848 1.045 1.296 1.671 0.678 0.846 0.677 0.845 1.042 1.290 1.660 0.675 0.842 1.037 1.282 1.646 2.021 2.009 2.000 1.990 1.984 1.962 2.088 2.081 2.056 1.043 1.292 1.664 2.364 2.330 0.674 0.841 1.036 1.282 1.645 1.960 2.054 2.326 2.576 2.807 3.091 3.291 One-sided P .25 .20 .15 .10 .05 .025 .02 „01 .005 „0025 .001 .0005 Two-sided P 50 40 30 .20 .10 .05 .04 .02 .01 „005 .002 .001
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps with 1 images

Blurred answer
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman