Answered: The following data shows the glucose…

Name: The following data shows the glucose level and the diabetes status of
Uploaded: 2024-03-20T07:07:12.000Z
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Description: The following data shows the glucose level and the diabetes status of 30 randomly selected patients. Use this sample to generate a bootstrap distribution with 10,000 samples. Compute the 95% confidence interval for the difference in the mean glucos

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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The following data shows the glucose level and the diabetes status of 30 randomly selected patients. Use this sample to generate a bootstrap distribution with 10,000 samples. Compute the 95% confidence interval for the difference in the mean glucose level of individuals with no diabetes and those with diabetes.

Glucose	Diabetes	Glucose	Diabetes
74	NO	119	NO
84	NO	119	NO
88	NO	120	NO
90	NO	129	NO
92	NO	135	NO
95	NO	138	NO
96	NO	152	NO
97	NO	179	NO
103	NO	115	YES
103	NO	119	YES
106	NO	123	YES
108	NO	136	YES
113	NO	160	YES
115	NO	173	YES
117	NO	187	YES

Group of answer choices

-37 to -19

-25 to -2

-55 to -12

-45 to -8

Definition Definition Measure of central tendency that is the average of a given data set. The mean value is evaluated as the quotient of the sum of all observations by the sample size. The mean, in contrast to a median, is affected by extreme values. Very large or very small values can distract the mean from the center of the data. Arithmetic mean: The most common type of mean is the arithmetic mean. It is evaluated using the formula: μ = 1 N ∑ i = 1 N x i Other types of means are the geometric mean, logarithmic mean, and harmonic mean. Geometric mean: The nth root of the product of n observations from a data set is defined as the geometric mean of the set: G = x 1 x 2 ... x n n Logarithmic mean: The difference of the natural logarithms of the two numbers, divided by the difference between the numbers is the logarithmic mean of the two numbers. The logarithmic mean is used particularly in heat transfer and mass transfer. ln x 2 − ln x 1 x 2 − x 1 Harmonic mean: The inverse of the arithmetic mean of the inverses of all the numbers in a data set is the harmonic mean of the data. 1 1 x 1 + 1 x 2 + ...

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