Answered: To demonstrate the Central Limit…

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

To demonstrate the Central Limit Theorem, throw 5 times a dice and compute the average of the 5 results. Repeat this procedure 100 times, always recording the result obtained. Note that some results will have decimal numbers. Construct a histogram with these 100 results. Construct a Histogram using EXCEL

Question 1: Does the shape of the constructed histogram resemble the uniform distribution or the normal distribution?

Features Features Normal distribution is characterized by two parameters, mean (µ) and standard deviation (σ). When graphed, the mean represents the center of the bell curve and the graph is perfectly symmetric about the center. The mean, median, and mode are all equal for a normal distribution. The standard deviation measures the data's spread from the center. The higher the standard deviation, the more the data is spread out and the flatter the bell curve looks. Variance is another commonly used measure of the spread of the distribution and is equal to the square of the standard deviation.

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