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Homework 3: Statistical measures
Homework 3
Problem Statement In class we have been implementing various statistical measures for dispersion (namely range) and central tendency (namely mean, median, and mode) of a collection of data values. A second measure of dispersion is sample standard deviation, which is a measure of how much the data values deviate from the mean. If the sample standard deviation is large, the numbers are scattered far from the mean. The sample standard deviation, S, of a list of N values named xi is defined by the following formula: S=√ 1 N−1 ∑ i=0 N−1 (xi−xmean)2 where xmean is the mean of the N data values { x0, x1, …, xN1}.
Assignment Write a Python program that allows the user to specify a file of data values and repeatedly allows the user to choose a statistical measure to be computed for the data values. The program should first asks the user for the name of a file containing data values, open the file, then store the values into a list. After this, the program should repeatedly allow the user to choose a statistical measure to be computed. The choices for measures must be range, mean, median, mode, and sample standard deviation.
Your program must define and use the following functions: • getChoice() this function prints out the menu of choices, asks the user for their choice, and returns the user's choice. • computeRange(aList), computeMean(aList), computeMedian(aList), computeMode(aList), computeStdDev(aList) – a function for each statistical measure that receives a list of data values and returns the statistical measure. Note these functions were written during class except for computeStdDev which is to compute and return the sample standard deviation. • main() the main program function. It should have the main menudriven loop that repeatedly asks the user for an choice and an ifstatement that determines which statistical measure is to be computed and displayed the result. It should call functions to compute the results. If the user enters an invalid choice, an error message should be displayed. Your program must interact with the user in exactly the manner shown in the sample run, stopping when the user enters q for their choice.
Coding Notes and Hints ● The computeStdDev function should call the computeMean function to compute the mean. It should not duplicate the code in the computeMean function ● As with computing the mean, the summation in the sample standard deviation formula is implemented using a forloop that iterates over the list of data values. ● The square root function is in the math module. Put import math at the top of the program file and the name of the function is math.sqrt. (Or you can use exponentiation to the onehalf power.) ● The output does not need to be formatted.
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Sample Run (user input shown in bold) Enter the name of the input file: numbers.dat Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: a The range of this collection is 94 Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: b The mean of this collection is 49.84 Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: c The median value of this collection is 44 Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: d The mode values of this collection is [2, 9, 15, 16, 20, 22, 25, 26, 31, 34, 38, 42, 44, 51, 52, 64, 69, 74, 76, 79, 83, 91, 93, 94, 96] Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: e The standard deviation of this collection is 29.8868421439
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Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: f Invalid choice. Try again! Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: q All done How to Submit The submission system will not be ready to accept assignment until the evening of Saturday, November 29. First, write a comment (lines starting with #) at the top of the program file with your name and the phrase "CS 101 Homework 3" with exact spacing, capitalization and spelling. This will be used to make sure you submit the correct program file. Save your program file and make sure it still runs.
In a web browser, go to URL submission.evansville.edu. Your login name is your ACENET username (unless you also are in CS 210, then your login name has "cs101" appended to it). If you haven't changed it, your password is your student ID with the leading 0.
Click on the Submit Solution link for Homework 3, then click on the Browse button. Browse to your Homework 3 program file. Rightclick on the program file, select Send to, then select Compressed (zipped) folder. Doubleclick on the ZIP folder, then click on the Submit button. (Mac users will need to zip their files before using the submission system.)
The submission system checks for the "CS 101 Homework 3" comment. It must be exactly as shown including spacing, capitalization and spelling. When this comment is not found, the submission will fail. Correct the comment, save the program file, then zip and submit it again.
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Problem Statement In class we have been implementing various statistical measures for dispersion (namely range) and central tendency (namely mean, median, and mode) of a collection of data values. A second measure of dispersion is sample standard deviation, which is a measure of how much the data values deviate from the mean. If the sample standard deviation is large, the numbers are scattered far from the mean. The sample standard deviation, S, of a list of N values named xi is defined by the following formula: S=√ 1 N−1 ∑ i=0 N−1 (xi−xmean)2 where xmean is the mean of the N data values { x0, x1, …, xN1}.
Assignment Write a Python program that allows the user to specify a file of data values and repeatedly allows the user to choose a statistical measure to be computed for the data values. The program should first asks the user for the name of a file containing data values, open the file, then store the values into a list. After this, the program should repeatedly allow the user to choose a statistical measure to be computed. The choices for measures must be range, mean, median, mode, and sample standard deviation.
Your program must define and use the following functions: • getChoice() this function prints out the menu of choices, asks the user for their choice, and returns the user's choice. • computeRange(aList), computeMean(aList), computeMedian(aList), computeMode(aList), computeStdDev(aList) – a function for each statistical measure that receives a list of data values and returns the statistical measure. Note these functions were written during class except for computeStdDev which is to compute and return the sample standard deviation. • main() the main program function. It should have the main menudriven loop that repeatedly asks the user for an choice and an ifstatement that determines which statistical measure is to be computed and displayed the result. It should call functions to compute the results. If the user enters an invalid choice, an error message should be displayed. Your program must interact with the user in exactly the manner shown in the sample run, stopping when the user enters q for their choice.
Coding Notes and Hints ● The computeStdDev function should call the computeMean function to compute the mean. It should not duplicate the code in the computeMean function ● As with computing the mean, the summation in the sample standard deviation formula is implemented using a forloop that iterates over the list of data values. ● The square root function is in the math module. Put import math at the top of the program file and the name of the function is math.sqrt. (Or you can use exponentiation to the onehalf power.) ● The output does not need to be formatted.
11/20/2014 Page 1 of 3 D. Hwang
Sample Run (user input shown in bold) Enter the name of the input file: numbers.dat Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: a The range of this collection is 94 Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: b The mean of this collection is 49.84 Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: c The median value of this collection is 44 Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: d The mode values of this collection is [2, 9, 15, 16, 20, 22, 25, 26, 31, 34, 38, 42, 44, 51, 52, 64, 69, 74, 76, 79, 83, 91, 93, 94, 96] Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: e The standard deviation of this collection is 29.8868421439
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Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: f Invalid choice. Try again! Choose a statistical measure a. Range b. Mean c. Median d. Mode e. Standard Deviation q. Quit Enter your choice: q All done How to Submit The submission system will not be ready to accept assignment until the evening of Saturday, November 29. First, write a comment (lines starting with #) at the top of the program file with your name and the phrase "CS 101 Homework 3" with exact spacing, capitalization and spelling. This will be used to make sure you submit the correct program file. Save your program file and make sure it still runs.
In a web browser, go to URL submission.evansville.edu. Your login name is your ACENET username (unless you also are in CS 210, then your login name has "cs101" appended to it). If you haven't changed it, your password is your student ID with the leading 0.
Click on the Submit Solution link for Homework 3, then click on the Browse button. Browse to your Homework 3 program file. Rightclick on the program file, select Send to, then select Compressed (zipped) folder. Doubleclick on the ZIP folder, then click on the Submit button. (Mac users will need to zip their files before using the submission system.)
The submission system checks for the "CS 101 Homework 3" comment. It must be exactly as shown including spacing, capitalization and spelling. When this comment is not found, the submission will fail. Correct the comment, save the program file, then zip and submit it again.
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