Which of the following are true about the Z-score? Two answers correct. All or nothing credit.1. It provides a sense of how far an observation is from the mean in terms of the magnitude of the standard deviation. 2. If an observation in a data set has a Z-score of 1.5, the observation is 1.5 standard deviation greater than the mean of the data set. 3. A Z-score of -1 tells us that the average value of the data set is one standard deviation below the mean. 4. The Z-score measures where the observations in a data set are scattered around.

Answer: About z scores, From the given options: * It provides a sense of how far an observation is…

Answered: Which of the following are true about…

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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Which of the following are true about the Z-score? Two answers correct. All or nothing credit.

1. It provides a sense of how far an observation is from the mean in terms of the magnitude of the standard deviation.
	2. If an observation in a data set has a Z-score of 1.5, the observation is 1.5 standard deviation greater than the mean of the data set.
	3. A Z-score of -1 tells us that the average value of the data set is one standard deviation below the mean.
	4. The Z-score measures where the observations in a data set are scattered around.

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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