Question

In: Statistics and Probability

Part 1 In its latest press release, Pill International announced that they are working on a...

Part 1

In its latest press release, Pill International announced that they are working on a new drug that would stunt the deterioration of brain cells in Alzheimer's patients. If successful, the drug could prolong the life of patients and allow them to retain their basic mobility.

The R&D team is currently testing the drug, which comes in the form of a digestible tablet, for its ability to be dissolved and absorbed in the bloodstream. Based on their latest experiments, they have learned that there is a relationship between the amount of time that the tablet's powder spends in the tray dryer and the amount of time it takes to get dissolved (Y). As a member of this research team, you have been asked to establish the relationship between the two variables and to predict potential dissolution times based on the time spent in the dryer.

Time spent in dryer (seconds)
56
59
49
42
37
22
34
57
32
37
24
22
51
46
27
64
32
32
32
36
20
26
30
44
52
64
40
67
22
53
54
48
41
70
65
69
32
37
67
37
42
66
68
48
39
52
60
54
66
32

Dissolution time (seconds)
418.81
571.84
411.24
404.85
234.68
305.95
374.94
487.27
375.93
294.88
339.86
315.25
504.92
422.23
245.75
630.47
329.97
284.09
361.02
398.01
227.21
253.13
406.91
377.03
408.47
516.69
474.75
609.07
170.76
441.2
452.32
339.21
377.8
644.4
529.88
567.23
286.28
387.99
537.25
366.61
267.58
569.47
506.19
442.3
443.47
585.38
537.36
374.66
517.57
423.73

Regress the time spent in the dryer against the dissolution time.

NOTE: Do not change the data values if you have outliers (negative observations) in the data set.

What is your intercept estimate for this model?

Enter your answer rounded to two decimal places. For example, if your answer is 12.3456, you should enter 12.35 in the box below.

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What is your parameter estimate for this model?

Enter your answer rounded to two decimal places. For example, if your answer is 12.3456, you should enter 12.35 in the box below.

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Part 2

If you want to set dryer time to 44 seconds, what would you expect the dissolution time to be (in seconds)?

Enter your answer rounded to one decimal place. For example, if your answer is 12.3456, you should enter 12.3 in the box below.

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Part 3

What is the p-value for your dryer time estimate?

Enter your answer in decimal form using three decimal places. For example, if your answer is 23.24%, you should enter .232 in the box below. If your answer is less than .001, you may enter "0" in the box below.

Expert Solution

orchestra answered 1 year ago

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