1. Total cholesterol in children aged 10–15 years is as- sumed to follow a normal distribution with a mean of 191 and a standard deviation of 22.4. a. What proportion of children 10–15 years of age have total cholesterol between 180 and 190? b. What proportion of children 10–15 years of age would be classified as hyperlipidemic (Assume that hyperlipidemia is defined as a total choles- terol level over 200)? c. What is the 90th percentile of cholesterol levels?
Continuous Probability Distributions
Probability distributions are of two types, which are continuous probability distributions and discrete probability distributions. A continuous probability distribution contains an infinite number of values. For example, if time is infinite: you could count from 0 to a trillion seconds, billion seconds, so on indefinitely. A discrete probability distribution consists of only a countable set of possible values.
Normal Distribution
Suppose we had to design a bathroom weighing scale, how would we decide what should be the range of the weighing machine? Would we take the highest recorded human weight in history and use that as the upper limit for our weighing scale? This may not be a great idea as the sensitivity of the scale would get reduced if the range is too large. At the same time, if we keep the upper limit too low, it may not be usable for a large percentage of the population!
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E Excel Computing Normal & Binomia... •..
ers as an excel file with properly labeled answers. At the
f the chapter 5 workbook you will find Practice problems
e answer in excel only under practice problems 5.4
ions: 1, 2, 3, 4, 5. If help is needed, tutorials are found in
Forkbook with relevant problems.
These pictures will give you an idea where it is in the
book. You are resp
onsible to use the workbook.
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VISTRIBUTION
Excel to compute the 90th and 95th percentiles of BMI for
men and women. The results are shown in Figure 5-12. In
Excel can also be used to compute percentiles for the standard
normal distribution and any normal distribution. The two rel-
men, 90% of BMIS are below 36.7, and 95% of BMIS are below
38.9. In women, 90% of BMIS are below 37.0, and 95% of BMIS
evant functions are NORMSINV and NORMINV, respectively.
The inputs for the functions are shown below. Recall from
Chapter 5 in the textbook that a percentile is a score that holds
a specified percentage or proportion of scores below it. For ex-
ample, the 80th percentile is the score that holds 80% of the
are below 39,5.
5.4
PRACTICE PROBLEMS
1. Total cholesterol in children aged 10-15 years is as-
sumed to follow a normal distribution with a mean
scores below it.
The function to compute percentiles for the standard nor-
of 191 and a standard deviation of 22.4.
a. What proportion of children 10–15 years of age
have total cholesterol between 180 and 190?
mal distribution is used as follows:
b. What proportion of children 10-15 years of age
would be classified as hyperlipidemic (Assume
that hyperlipidemia is defined as a total choles-
terol level over 200)?
c. What is the 90th percentile of cholesterol levels?
2. Among coffee drinkers, men drink a mean of 3.2 cups
per day, with a standard deviation of 0.8 cups. Assume
=NORMSINV(probability)
The input for the function is the desired percentile, entered as
a probability or proportion. For example, to compute the 80th
or the 95th percentile, we specify 0.80 or 0.95, respectively.
The function to compute percentiles for any normal dis-
tribution is used as follows:
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O Sh
72
Working with Probability Functions
c. If the top 5% of coffee drinkers are considered
heavy coffee drinkers, what is the minimum num-
ber of cups per day consumed by a heavy coffee
drinker? Hint: Find the 95th percentile.
3. A study is conducted to assess the
consumption, smoking, alcohol consumption, and
physical activity on cardiovascular disease. Suppose
that 40% of participants consume caffeine and
smoke. If 8 participants are evaluated, what is the
probability that:
a. Exactly half of them consume caffeine and smoke?
b. At most 6 consume caffeine and smoke?
4. A recent study of cardiovascular risk factors reported
that 30% of adults met criteria for hypertension. If 15
FIGURE 5-12 Percentiles of BMI for Men and
Women
Chapters.als (Co
of caffeine
Page I
Connections1
Home
Insert
Revie
K Clear
Reapoly
Advanced
Properties
Get External Refresh
Data
3I Sort
Columns
All
Connections
Sort & Fiter
D9
SNORMINV(C9,A9,89)
MEN
Percentile
0.9
0.95
Mean
Std Dev
BMI
29
29
36 68930939
38.86912176
WOMEN
Mean
28
Percentile
0.9
0.95
Std Dev
BMI
36 97086096
39 51397539
adults are assessed, what is the probability that:
28
a. Exactly 5 meet the criteria for hypertension?
b. None meet the criteria for hypertension?
c. Less than or equal to 7 meet the criteria for hy-
10
pertension?
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5. Diastolic blood pressures are assumed to follow a nor-
mal distribution with a mean of 85 and a standard
deviation of 12.
a What pronortion of people have djastolic blood
the number of coffee drinks per day follows a nor-
pressure less than 90?"
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