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Using the StatsClass data set in JASP, answer the following research question. RQ1: Does IQ, GPA, and the length of study (StudyTime) significantly influence the
Using the StatsClass data set in JASP, answer the following research question.
RQ1: Does IQ, GPA, and the length of study (StudyTime) significantly influence the math anxiety level (MathAnx) ?
*Please provide an accurate write-up based on the APA Manual (7th Ed.)
| ID | Gender | Ethnicity | Class | IQ | GPA | MathAnx | StatATT | StudyTime | DidXC | Test1 | Test2 | Test3 | Test4 | Final |
| 37426.1 | 1 | 4 | 3 | 84.1 | 2.75 | 64.06 | 3 | 23 | 2 | 13 | 15 | 18 | 13 | 30 |
| 38244.7 | 2 | 1 | 2 | 68.1 | 2 | 79.04 | 1 | 9 | 2 | 5 | 8 | 13 | 8 | 12 |
| 41411.3 | 1 | 3 | 4 | 123.8 | 3.5 | 73.54 | 8 | 14 | 1 | 25 | 25 | 24 | 25 | 100 |
| 44909.9 | 2 | 1 | 3 | 106.7 | 2.25 | 63.73 | 6 | 24 | 2 | 25 | 25 | 20 | 25 | 75 |
| 44950.1 | 2 | 2 | 4 | 77.7 | 2.75 | 73.9 | 3 | 8 | 2 | 10 | 13 | 15 | 10 | 20 |
| 45285.9 | 2 | 1 | 2 | 81.9 | 2 | 70.98 | 3 | 27 | 2 | 10 | 15 | 20 | 13 | 25 |
| 46967.6 | 1 | 1 | 2 | 61.7 | 2 | 79.83 | 10 | 12 | 2 | 5 | 5 | 8 | 5 | 22 |
| 50652.7 | 1 | 2 | 4 | 76.2 | 0.67 | 79.85 | 1 | 10 | 1 | 10 | 8 | 15 | 8 | 13 |
| 51144.2 | 2 | 1 | 3 | 96.2 | 3.4 | 81.46 | 1 | 26 | 2 | 23 | 20 | 23 | 15 | 70 |
| 51262.5 | 1 | 4 | 4 | 97.3 | 3.75 | 43.58 | 8 | 43 | 1 | 15 | 18 | 25 | 25 | 60 |
| 52352.7 | 1 | 4 | 4 | 94.3 | 2.5 | 62.12 | 9 | 13 | 1 | 25 | 18 | 15 | 18 | 50 |
| 52670.7 | 1 | 1 | 1 | 99.8 | 2.25 | 86.24 | 3 | 8 | 2 | 23 | 23 | 23 | 20 | 70 |
| 52776.9 | 2 | 1 | 3 | 95.5 | 3.25 | 70.98 | 1 | 13 | 1 | 18 | 23 | 23 | 15 | 55 |
| 53842.7 | 2 | 1 | 2 | 108.3 | 3 | 69.37 | 8 | 17 | 1 | 25 | 24 | 23 | 25 | 80 |
| 53988.4 | 2 | 1 | 3 | 129.4 | 3.75 | 15.22 | 10 | 2 | 2 | 25 | 24 | 25 | 24 | 98 |
| 54928 | 2 | 2 | 4 | 81.4 | 1 | 81.46 | 3 | 16 | 2 | 10 | 15 | 20 | 13 | 24 |
| 55129.9 | 2 | 4 | 3 | 112.9 | 3.5 | 79.04 | 10 | 12 | 1 | 25 | 25 | 23 | 24 | 80 |
| 55783.5 | 1 | 1 | 3 | 86.7 | 3 | 86.09 | 6 | 4 | 2 | 13 | 18 | 18 | 15 | 40 |
| 57004.4 | 2 | 4 | 3 | 112.1 | 2.75 | 63.73 | 10 | 2 | 2 | 25 | 25 | 23 | 24 | 83 |
| 57536.2 | 1 | 1 | 3 | 101.8 | 2.75 | 73.4 | 5 | 19 | 1 | 20 | 25 | 25 | 20 | 70 |
| 59192.5 | 2 | 2 | 3 | 84.3 | 2.33 | 82.27 | 7 | 19 | 2 | 15 | 15 | 20 | 10 | 40 |
| 59501.4 | 1 | 1 | 2 | 112.8 | 4 | 69.43 | 10 | 8 | 1 | 25 | 25 | 23 | 25 | 90 |
| 59519.1 | 2 | 1 | 2 | 99.8 | 2 | 60.51 | 1 | 22 | 1 | 23 | 25 | 18 | 23 | 80 |
| 59906 | 1 | 1 | 3 | 104.9 | 1.25 | 95.01 | 3 | 42 | 2 | 25 | 25 | 20 | 23 | 75 |
| 61594.2 | 1 | 3 | 1 | 96 | 1.4 | 72.99 | 6 | 21 | 2 | 18 | 23 | 23 | 15 | 55 |
| 62155.6 | 2 | 1 | 3 | 99 | 1.75 | 57.28 | 9 | 59 | 1 | 23 | 20 | 25 | 18 | 65 |
| 62787 | 1 | 4 | 3 | 88.7 | 3.75 | 88.22 | 7 | 4 | 2 | 15 | 13 | 23 | 13 | 40 |
| 63368.3 | 1 | 2 | 4 | 83.4 | 0.75 | 73.4 | 3 | 37 | 2 | 18 | 10 | 18 | 13 | 27 |
| 63765.5 | 2 | 1 | 3 | 104.1 | 3 | 83.04 | 9 | 6 | 1 | 25 | 23 | 20 | 25 | 80 |
| 64392.8 | 1 | 4 | 4 | 113.8 | 2.4 | 50.83 | 8 | 30 | 1 | 25 | 23 | 25 | 24 | 82 |
| 64728.6 | 2 | 1 | 3 | 98 | 3.75 | 82.27 | 6 | 27 | 2 | 20 | 23 | 25 | 18 | 75 |
| 64934.4 | 1 | 1 | 3 | 111.1 | 2.56 | 58.89 | 10 | 52 | 2 | 25 | 25 | 23 | 24 | 90 |
| 65423.9 | 2 | 1 | 2 | 121.5 | 3.5 | 68.7 | 9 | 36 | 2 | 25 | 25 | 23 | 24 | 90 |
| 65437.4 | 2 | 1 | 3 | 111.5 | 2.25 | 61.31 | 10 | 53 | 1 | 23 | 25 | 25 | 25 | 80 |
| 66346.8 | 2 | 1 | 3 | 88.8 | 2.5 | 79.5 | 9 | 7 | 2 | 18 | 15 | 20 | 18 | 40 |
| 66792.7 | 2 | 4 | 3 | 91.6 | 2.67 | 73.4 | 1 | 19 | 2 | 15 | 23 | 18 | 15 | 50 |
| 67070.9 | 2 | 1 | 4 | 109.9 | 2 | 80.66 | 9 | 14 | 2 | 25 | 25 | 23 | 24 | 90 |
| 68369.2 | 2 | 4 | 4 | 101.7 | 2.75 | 89.51 | 3 | 4 | 1 | 25 | 25 | 20 | 20 | 70 |
| 68450.4 | 1 | 4 | 3 | 104.1 | 3.5 | 68.57 | 9 | 42 | 2 | 20 | 25 | 23 | 23 | 70 |
| 68828.6 | 1 | 1 | 4 | 114.1 | 3 | 65.97 | 8 | 19 | 2 | 24 | 25 | 23 | 22 | 82 |
| 68907.2 | 1 | 4 | 3 | 83.6 | 2.67 | 80.34 | 1 | 15 | 2 | 15 | 18 | 13 | 13 | 30 |
| 69013.4 | 1 | 1 | 4 | 88.8 | 1.5 | 89.45 | 9 | 15 | 1 | 18 | 18 | 18 | 15 | 40 |
| 69390.6 | 2 | 4 | 3 | 81.4 | 1.67 | 87.74 | 1 | 10 | 2 | 10 | 15 | 13 | 20 | 20 |
| 69595.2 | 2 | 4 | 3 | 134.5 | 3 | 50.83 | 10 | 38 | 1 | 25 | 25 | 25 | 25 | 100 |
| 71195.7 | 2 | 1 | 3 | 107.1 | 2 | 70.18 | 3 | 27 | 2 | 25 | 25 | 23 | 25 | 80 |
| 71428.8 | 1 | 1 | 4 | 103.9 | 2 | 69.49 | 6 | 23 | 1 | 25 | 23 | 23 | 18 | 70 |
| 71440.1 | 2 | 1 | 3 | 105.6 | 2.75 | 73.9 | 5 | 12 | 1 | 25 | 25 | 20 | 25 | 75 |
| 71696.1 | 2 | 1 | 4 | 97.3 | 3.25 | 64.54 | 5 | 23 | 1 | 20 | 23 | 20 | 18 | 70 |
| 71858.3 | 2 | 3 | 1 | 128.3 | 3.3 | 34.71 | 10 | 98 | 1 | 25 | 25 | 25 | 24 | 94 |
| 71984.5 | 2 | 4 | 3 | 93.7 | 3 | 69.43 | 8 | 18 | 2 | 18 | 15 | 23 | 20 | 60 |
| 72382.6 | 2 | 1 | 3 | 107.1 | 3.75 | 88.3 | 10 | 3 | 1 | 23 | 25 | 25 | 25 | 75 |
| 72793.2 | 2 | 1 | 3 | 91.7 | 2.2 | 72.44 | 5 | 21 | 1 | 20 | 18 | 15 | 20 | 60 |
| 72803.6 | 2 | 1 | 3 | 128.4 | 3.25 | 20.21 | 1 | 68 | 1 | 25 | 25 | 25 | 25 | 100 |
| 73000 | 1 | 2 | 2 | 42.7 | 1.67 | 79.83 | 3 | 1 | 1 | 9 | 5 | 8 | 7 | 14 |
| 73173.7 | 1 | 1 | 3 | 115.5 | 3 | 62.12 | 9 | 13 | 2 | 23 | 22 | 25 | 24 | 83 |
| 73346.8 | 2 | 1 | 2 | 104.5 | 2.5 | 27.46 | 1 | 72 | 1 | 20 | 25 | 25 | 23 | 75 |
| 73505.9 | 2 | 2 | 4 | 91.2 | 2.5 | 79.04 | 9 | 18 | 2 | 13 | 23 | 20 | 15 | 45 |
| 73618.1 | 1 | 2 | 4 | 53.6 | 1 | 89.68 | 1 | 3 | 2 | 5 | 0 | 13 | 12 | 10 |
| 73954.6 | 2 | 2 | 2 | 113.3 | 3.5 | 79.83 | 10 | 5 | 2 | 23 | 25 | 25 | 25 | 90 |
| 74009.5 | 2 | 5 | 3 | 93.3 | 1.67 | 88.85 | 7 | 20 | 2 | 20 | 23 | 15 | 18 | 50 |
| 74480.3 | 2 | 1 | 2 | 97.5 | 2.67 | 87.53 | 3 | 11 | 2 | 20 | 23 | 25 | 18 | 65 |
| 74541 | 2 | 1 | 3 | 92.7 | 1.83 | 53.25 | 6 | 38 | 2 | 20 | 18 | 15 | 20 | 50 |
| 75176 | 2 | 2 | 2 | 79.3 | 2.25 | 81.46 | 3 | 11 | 2 | 15 | 10 | 20 | 8 | 24 |
| 75398.7 | 2 | 4 | 3 | 103.1 | 3 | 79.85 | 5 | 1 | 2 | 20 | 25 | 23 | 23 | 80 |
| 75491.4 | 2 | 1 | 3 | 99.2 | 2.7 | 68.7 | 1 | 22 | 2 | 20 | 25 | 20 | 23 | 70 |
| 75600 | 1 | 1 | 3 | 120.7 | 3.75 | 79.83 | 8 | 12 | 1 | 25 | 25 | 23 | 24 | 90 |
| 75714.5 | 1 | 2 | 4 | 117.3 | 2.7 | 80.66 | 10 | 16 | 1 | 25 | 24 | 23 | 24 | 85 |
| 75979.5 | 1 | 1 | 3 | 93.6 | 3 | 72.6 | 8 | 22 | 1 | 18 | 20 | 15 | 23 | 50 |
| 76200 | 2 | 1 | 3 | 97.4 | 3.25 | 71.79 | 10 | 16 | 2 | 25 | 20 | 20 | 18 | 60 |
| 76898.9 | 1 | 2 | 3 | 66.9 | 2.67 | 81.46 | 3 | 10 | 1 | 10 | 8 | 13 | 8 | 22 |
| 77236.7 | 1 | 1 | 3 | 87.3 | 2.43 | 82.27 | 7 | 18 | 1 | 13 | 20 | 18 | 13 | 40 |
| 77354.2 | 1 | 1 | 2 | 106.8 | 2.75 | 74.99 | 6 | 14 | 1 | 23 | 25 | 22 | 24 | 80 |
| 78379.5 | 2 | 2 | 3 | 96.3 | 2.75 | 63.73 | 5 | 29 | 1 | 23 | 20 | 20 | 18 | 60 |
| 78998.8 | 1 | 4 | 3 | 77.4 | 2.5 | 82.94 | 3 | 10 | 1 | 5 | 13 | 20 | 8 | 25 |
| 79884.1 | 2 | 3 | 2 | 105.5 | 3.5 | 87.61 | 3 | 23 | 1 | 23 | 23 | 25 | 23 | 85 |
| 80159.5 | 1 | 4 | 3 | 86.6 | 2 | 79.04 | 6 | 9 | 2 | 18 | 13 | 20 | 10 | 30 |
| 80788.9 | 2 | 1 | 3 | 88.7 | 3 | 90.15 | 7 | 4 | 2 | 18 | 18 | 18 | 15 | 50 |
| 81546.1 | 1 | 1 | 2 | 90.2 | 2.75 | 75.1 | 7 | 8 | 2 | 13 | 23 | 20 | 15 | 45 |
| 82564.5 | 1 | 1 | 3 | 116.5 | 3 | 37.13 | 10 | 72 | 1 | 24 | 25 | 23 | 23 | 85 |
| 82655.4 | 2 | 2 | 3 | 76.9 | 2 | 82.94 | 1 | 10 | 2 | 15 | 5 | 15 | 8 | 15 |
| 82836.6 | 1 | 1 | 3 | 84.2 | 1.25 | 83.04 | 1 | 1 | 1 | 18 | 10 | 18 | 13 | 30 |
| 83848 | 1 | 1 | 3 | 72.4 | 1.75 | 83.04 | 1 | 5 | 2 | 13 | 10 | 13 | 5 | 23 |
| 85508.9 | 2 | 4 | 3 | 97.3 | 1.6 | 63.73 | 7 | 29 | 2 | 18 | 23 | 23 | 18 | 60 |
| 85841.2 | 1 | 1 | 3 | 109.3 | 3 | 82.94 | 8 | 8 | 1 | 22 | 25 | 23 | 24 | 75 |
| 86003.5 | 1 | 1 | 3 | 97.1 | 1.33 | 71.79 | 5 | 16 | 2 | 23 | 20 | 20 | 18 | 60 |
| 86617.9 | 2 | 1 | 1 | 126.6 | 3.75 | 75.1 | 9 | 29 | 2 | 24 | 25 | 25 | 25 | 95 |
| 86830.6 | 1 | 1 | 2 | 92.9 | 1.3 | 72.6 | 5 | 22 | 1 | 18 | 18 | 20 | 18 | 50 |
| 87075.4 | 2 | 4 | 3 | 98.4 | 2.6 | 57.28 | 7 | 59 | 1 | 25 | 23 | 18 | 18 | 65 |
| 87246.7 | 1 | 1 | 3 | 116.6 | 3.55 | 65.34 | 10 | 22 | 2 | 23 | 25 | 24 | 25 | 84 |
| 87355.5 | 2 | 1 | 2 | 91.2 | 1.5 | 80.34 | 1 | 19 | 1 | 18 | 20 | 15 | 18 | 49 |
| 88420 | 2 | 1 | 3 | 114.7 | 2.5 | 81.91 | 8 | 13 | 1 | 25 | 24 | 23 | 23 | 80 |
| 88917.8 | 1 | 1 | 3 | 87.1 | 2.75 | 67.76 | 6 | 18 | 2 | 13 | 20 | 18 | 13 | 40 |
| 90126.2 | 1 | 1 | 2 | 93.2 | 3.05 | 69.37 | 6 | 25 | 2 | 23 | 15 | 18 | 18 | 60 |
| 90500.2 | 2 | 3 | 3 | 76.4 | 2.5 | 79.5 | 10 | 6 | 2 | 10 | 8 | 15 | 8 | 24 |
| 90690.5 | 2 | 1 | 2 | 96.2 | 2.25 | 72.6 | 1 | 34 | 1 | 23 | 20 | 23 | 15 | 60 |
| 90785.6 | 1 | 1 | 3 | 82 | 2.67 | 71.79 | 3 | 11 | 1 | 15 | 18 | 13 | 13 | 25 |
| 90858.3 | 2 | 5 | 3 | 94.6 | 3 | 83.29 | 6 | 28 | 2 | 20 | 18 | 20 | 20 | 52 |
| 91130.3 | 2 | 4 | 2 | 91.6 | 2.5 | 89.46 | 1 | 4 | 2 | 13 | 23 | 20 | 15 | 50 |
| 91557 | 2 | 1 | 3 | 110.9 | 3 | 86.46 | 9 | 4 | 1 | 25 | 25 | 23 | 25 | 80 |
| 91753.8 | 2 | 1 | 3 | 78.3 | 2.75 | 79.21 | 1 | 15 | 2 | 15 | 15 | 13 | 10 | 20 |
| 92786.3 | 2 | 1 | 4 | 97.5 | 1.75 | 67.76 | 3 | 14 | 1 | 25 | 20 | 20 | 20 | 65 |
| 94038 | 2 | 1 | 3 | 109.4 | 1.75 | 63.73 | 9 | 2 | 1 | 23 | 25 | 25 | 25 | 80 |
| 95035.2 | 1 | 1 | 3 | 122 | 3.5 | 12.86 | 10 | 84 | 1 | 25 | 25 | 25 | 25 | 92 |
| 95750.5 | 2 | 1 | 2 | 103.7 | 1.8 | 70.18 | 5 | 13 | 1 | 25 | 23 | 23 | 20 | 70 |
| 96569.4 | 1 | 1 | 3 | 116.4 | 2.5 | 81.91 | 9 | 13 | 1 | 24 | 25 | 23 | 25 | 85 |
| 96995.4 | 1 | 1 | 4 | 91.8 | 3.12 | 96.92 | 3 | 6 | 2 | 15 | 20 | 20 | 18 | 50 |
| 97418.2 | 2 | 1 | 3 | 86.5 | 2.5 | 92.9 | 7 | 0 | 1 | 18 | 13 | 20 | 10 | 35 |
| 100918 | 2 | 1 | 3 | 104.1 | 2.4 | 74.99 | 1 | 14 | 2 | 25 | 23 | 20 | 25 | 75 |
| 103621 | 1 | 1 | 2 | 79.7 | 1.69 | 86.7 | 1 | 2 | 1 | 18 | 10 | 13 | 15 | 20 |
| 107474 | 2 | 1 | 3 | 94.6 | 3.25 | 83.58 | 5 | 28 | 2 | 25 | 18 | 15 | 18 | 52 |
| 112955 | 2 | 1 | 3 | 99.4 | 2.25 | 93.03 | 1 | 1 | 1 | 20 | 25 | 20 | 23 | 70 |
| 126021 | 2 | 1 | 3 | 85 | 2 | 85.04 | 1 | 11 | 2 | 15 | 18 | 13 | 15 | 35 |
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Calculus Single And Multivariable
Authors: Deborah Hughes Hallett, Andrew M Gleason, William G McCallum
8th Edition
1119783267, 9781119783268
