Question

In: Statistics and Probability

QE: Suppose we have this data on the amount of medicine in someone’s blood: time        amount 0        0...

QE: Suppose we have this data on the amount of medicine in someone’s blood:

time        amount

0        0

1        0.151632665

2        0.367879441

4        0.541341133

6        0.448083615

8        0.293050222

10        0.168448675

16        0.021469608

24        0.000884767

Compute their total exposure to the medicine, which is the AUC (area-under-curve), from t=0 to 24.

If you are pasting this data set into a spreadsheet, it will probably get pasted all into one column instead of into two columns. To separate it out into two columns, highlight the data, then use the “Data” tab, select “Text to Columns”, tell it the data is Delimited, choose “next”, then click the box for “Space”, and it should show a new column divider to indicate how it will separate the columns once you hit “Finish”. Text-to-columns is a handy Excel skill!

Solutions

Expert Solution

The AUC (area-under-curve) can be determined using the formula:

Computing the area:

We get:

Time(x) Amount (y) (y1 + y0) / 2 (x1 - x0) Area
0 0 0.075816333 1 0.075816
1 0.151632665 0.259756053 1 0.259756
2 0.367879441 0.454610287 2 0.909221
4 0.541341133 0.494712374 2 0.989425
6 0.448083615 0.370566919 2 0.741134
8 0.293050222 0.230749449 2 0.461499
10 0.168448675 0.094959142 6 0.569755
16 0.021469608 0.011177188 8 0.089418
24 0.000884767 SUM 4.096023

Hence, the AUC (area-under-curve), from t=0 to 24 is obtained as 4.096023


Related Solutions

Suppose we think that listening to classical music will affect the amount of time it takes...
Suppose we think that listening to classical music will affect the amount of time it takes a person to fall asleep; we conduct a study to test this idea. Answer all of the following questions: Assume that the amount of time it takes people in the population to fall asleep is normally distributed. In the study, we have a sample of people listen to classical music and then we measure how long it takes them to fall asleep. Supposed the...
We are planning to use Raid Level-0. We have a data of size 2KB and we...
We are planning to use Raid Level-0. We have a data of size 2KB and we would like to create some blocks where each block will hold 4 Byte. We have total 5 disks named Disk0,Disk1,Disk2,Disk3,Disk4. The block number is starting from Block1. How many blocks will be stored by Disk1? ------------------------------------------------------------------------------------------------------------------------------- We are planning to use Raid Level-0. We have a data of size 2KB and we would like to create some blocks where each block will hold 4...
Suppose we have a random variable X that is uniformly distributed between a = 0 and...
Suppose we have a random variable X that is uniformly distributed between a = 0 and b = 100. What is σ X? a. 0.913 b. 0.833 c. 50 d. 7.071
Suppose we have a biased coin that comes up heads 55% of the time. We perform...
Suppose we have a biased coin that comes up heads 55% of the time. We perform an experiment where we toss the coin until the first tails appears. Let T be the number of tosses until the first tails. What is the expected value and standard deviation for T? What is the probability that it takes 5 or more tosses before the first tails appears?
We have reason (somehow) to believe that 34% of people have blood type A, 15% blood...
We have reason (somehow) to believe that 34% of people have blood type A, 15% blood type B, 23% blood type AB, and 28% blood type O. We go out and collect a sample of 100 people, and find the following: A: 12 B: 56 AB: 2 O: 30 a. Present the data that was collected by this researcher in an appropriate graphical form. Be sure to label your graph appropriately and to give it an appropriate title. b. Test...
1. Suppose we have the regression y i = β 0 + β 1 ⋅ x...
1. Suppose we have the regression y i = β 0 + β 1 ⋅ x i + ϵ i Measurement error in I. y will cause the ols estimates to be bias II. x will cause attenuation bias in the estimate of β 1 III. y will cause the standard error of β 1to shrink IV. x may cause the estimate of β 1to be statistically insignificant A. II and IV only B. II and III only C. I,...
Suppose we have N = 6 values from a population. These values are 4, 8, 0,...
Suppose we have N = 6 values from a population. These values are 4, 8, 0, 10, 14 and 6. Let μ and σ denote the population mean and population standard deviation of these six values, respectively. (a) What are the values of μ and σ, respectively? μ = 4.8580; σ = 7 μ = 7; σ = 4.8580 μ = 7; σ = 4.4347 μ = 7; σ = 19.6667 μ = 7; σ = 23.6 (b) What percentage...
We have introduced several models to handle time series data. Please choose one of them (Time...
We have introduced several models to handle time series data. Please choose one of them (Time Series Data forecasting – Moving Averages) and discuss an application of the model. thank you
We have age and systolic blood pressure (SBP) of 10 randomly chosen people. Using this data,...
We have age and systolic blood pressure (SBP) of 10 randomly chosen people. Using this data, we would like to create a model to predict systolic blood pressure from age. Age SBP 53 137 50 132 54 149 48 132 43 120 43 126 63 161 63 170 62 152 65 164 Write out the model with the beta coefficients. (6pts) Put this data into SPSS, and find the parameter estimates. Write out the prediction equation. Interpret the prediction equation....
We have age and systolic blood pressure (SBP) of 10 randomly chosen people. Using this data,...
We have age and systolic blood pressure (SBP) of 10 randomly chosen people. Using this data, we would like to create a model to predict systolic blood pressure from age. Age SBP 53 137 50 132 54 149 48 132 43 120 43 126 63 161 63 170 62 152 65 164 Give a 95% CI around the predicted slope coefficient and interpret. Using the prediction equation, what is the predicted systolic blood pressure for a 44 year old? 61...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT