Suppose that a random sample of size 64 is to be selected from a population with mean 30 and standard deviation 7. (a)What are the mean and standard deviation of the sampling distribution of x??x=?x=Describe the shape of the sampling distribution of x.The shape of the sampling distribution of x is .(b)What is the approximate probability that x will be within 0.5 of the population mean ?? (Round your answer to four decimal places.) (c)What is the approximate probability that x will differ from ? by more than 0.9? (Round your answer to four decimal places.)

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Answered: What are the mean and standard…

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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Question

Suppose that a random sample of size 64 is to be selected from a population with mean 30 and standard deviation 7.

(a)

What are the mean and standard deviation of the sampling distribution of

?_x

Describe the shape of the sampling distribution of

The shape of the sampling distribution of

is .

(b)

What is the approximate probability that

will be within 0.5 of the population mean ?? (Round your answer to four decimal places.)

(c)

What is the approximate probability that

will differ from ? by more than 0.9? (Round your answer to four decimal places.)

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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