You are provided the following information from a class of 15 students: Att = Class attendance (i.e. 90% - attended 90% of course classes) Score = Overall Course Score (range 0 to 100) Avg Calories = Avg Calories consumed before Course classes Sleep = Avg Hours of sleep night before Course classes Avg Avg Avg Avg Avg Avg Att Score Cal Sleep Att Score Cal Sleep Att Score Cal Sleep 90% 67.5 250 7 85% 71.6 430 8 100% 78.8 410 9 50% 70.7 1200 5 90% 72.5 420 9 90% 80.6 600 10 100% 65.3 150 5.5 85% 77.8 625 9 95% 81.5 575 8 95% 71.8 300 5.5 55% 78.4 1000 7.5 85% 85.2 875 8.5 55% 67.8 700 7 95% 79.8 490 8 95% 87.1 965 8 You are directed to conduct a statistical analysis of the 15 person class (provided above) and make recommendations to improve student academic performance as measured by course overall score. Provide your statistical analysis (calculations, visual illustrations, etc.) along with an explanation (limited to 250 words) of the rationale behind your statistical analysis and methods.
You are provided the following information from a class of 15 students:
Att = Class attendance (i.e. 90% - attended 90% of course classes)
Score = Overall Course Score (
Avg Calories = Avg Calories consumed before Course classes
Sleep = Avg Hours of sleep night before Course classes
Avg Avg Avg Avg Avg Avg
Att Score Cal Sleep Att Score Cal Sleep Att Score Cal Sleep
90% 67.5 250 7 85% 71.6 430 8 100% 78.8 410 9
50% 70.7 1200 5 90% 72.5 420 9 90% 80.6 600 10
100% 65.3 150 5.5 85% 77.8 625 9 95% 81.5 575 8
95% 71.8 300 5.5 55% 78.4 1000 7.5 85% 85.2 875 8.5
55% 67.8 700 7 95% 79.8 490 8 95% 87.1 965 8
You are directed to conduct a statistical analysis of the 15 person class
(provided above) and make recommendations to improve student academic
performance as measured by course overall score.
Provide your statistical analysis (calculations, visual illustrations, etc.)
along with an explanation (limited to 250 words) of the rationale behind
your statistical analysis and methods.
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