Compute the correlation coefficient for the entire data set

Assignment Help Basic Computer Science

Reference no: EM131782584

Question: An engineer in a laboratory can perform fairly sophisticated tests and repairs on prototype products. In the field, particularly for consumer goods, tests and repairs must be simple or the cost of maintenance will be prohibitive. Machines that self-diagnose failures require especially simple tests. You are designing a simple algorithm to be implemented on a chip. The chip will be embedded in a complex machine to diagnose possible incipient failures. The chip will perform its diagnosis based on the knowledge that when all is going well, two measurable quantities x and y will vary as

y = 2x + 3

Write a program that estimates whether a given set of five user-input (x, y) pairs (representing data observed by the self-monitoring machine) fits the "ok" line closely enough. Generate 21 points on the line, using x between 0 and 20. Then combine the field data with these points and compute the correlation coefficient for the entire data set. If the correlation coefficient falls below 0.98, issue a possible chip failure message.

Reference no: EM131782584

Questions Cloud

Discuss actual results for the year ended december : the company realized the following actual results for the year ended December

Discuss show management the benefits that can be gained : the upcoming second quarter in order to show management the benefits that can be gained from an integrated budgeting program

How many years will it take to reach your goal : You expect to earn 12% annually on the account. How many years will it take to reach your goal

How problems regarding group decision making were discussed : How some of the problems regarding group decision making that were discussed in the background readings apply to what you've experienced.

Compute the correlation coefficient for the entire data set : Write a program that estimates whether a given set of five user-input (x, y) pairs (representing data observed by the self-monitoring machine).

Order to maximize the company profit : How many tourists should be given the tour in order to maximize the company's profit? Show work.

Display the minimum correlation coefficient : Design a class Self Diag Chip to represent the self-diagnosing chip ue_ scribed in Programming Project 4. This class should include as data components.

What you found useful and not useful about each given video : What you found useful and not useful about each video, and whether or not you recommend your classmates view the video to prepare for their written assignments.

Wap to determine which variables are linearly correlated : Write a program to determine which variables are linearly correlated with the number of failures per hour. Also check whether any of these variables.

User Account

All Pages