Answered: What is a standard score? How do you…

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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Part 1

Choose the correct definition of a standard score below.

A standard score is the distance between a data value and the nearest outlier.

A standard score is the number of standard deviations a data value lies above or below the mean.

A standard score is a data value that lies within one standard deviation of the mean.

A standard score is a data value equal to the mean.

Part 2

Choose the correct formula for computing a standard score below.

The standard score for a particular data value is given by

z=standard deviationdata value.

The standard score for a particular data value is given by

z=data value−meanstandard deviation.

The standard score for a particular data value is given by

z=standard deviationmean−data value.

The standard score for a particular data value is given by

z=data valuestandard deviation.

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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