Engineering equations involving correlated variables

Click For Summary
SUMMARY

The discussion focuses on the simulation of correlated random variables in engineering and science, specifically seeking equations of the form Y = f(X1, ..., Xn) where the Xi's are correlated. Participants highlight that correlated variables exhibit a linear or nonlinear relationship, with kinetic energy and speed cited as examples. The degree of correlation is quantified using a correlation coefficient, which is essential for understanding the statistical distribution of the dependent variable Y based on the correlated independent variables Xi.

PREREQUISITES
  • Understanding of correlation coefficients in statistics
  • Familiarity with random variable simulation techniques
  • Knowledge of engineering equations and their dependencies
  • Basic concepts of statistical distribution analysis
NEXT STEPS
  • Research methods for generating correlated random variables
  • Study the application of correlation coefficients in engineering contexts
  • Explore statistical distribution functions relevant to correlated variables
  • Learn about nonlinear relationships in engineering equations
USEFUL FOR

Engineers, statisticians, and researchers involved in simulations and modeling of correlated variables in scientific and engineering contexts.

Valdes
Messages
9
Reaction score
0
Thread moved from the technical forums, so no Homework Template is shown
Hello,

I'm carrying out an assignment on the simulation of correlated (random) variables. Can you suggest to me equations pertaining to the field of engineering (or science) that involve correlated variables? My question may sound redundant, because all equations create dependencies between the variables that appear in them, but let me clarify: I'm looking for something of the form of Y = f(X1, ..., Xn) where the Xi's are correlated.

Thanks in advance.
 
Physics news on Phys.org
Valdes said:
Can you suggest to me equations pertaining to the field of engineering (or science) that involve correlated variables?
Can you give any examples of correlated variables in systems like you are asking about? What are the various types of correlated variables? How can you tell when variables are correlated? :smile:
 
Kinetic energy and speed are examples of correlated quantities. Two variables are correlated, in my sense of the word, if there exists a linear or nonlinear relationship between the two. The degree of correlation is measured by a correlation coefficient. My goal is to study the statistical distribution of some quantity Y = f(X1, ..., Xn) by generating the Xi's (and then generating Y) which are correlated.
 

Similar threads

Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
Replies
9
Views
2K
Replies
3
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K