Multivariable Transformations

In summary: One approach is to look at the boundary lines and graph them to determine the boundaries of the region. Another approach is to consider the possible values of u and v based on their definitions and the given domain.
  • #1
kingwinner
1,270
0
I was reading a statistics book, and part of the problem reduces to the calculus problem of doing the following:

1) Let u=x/y, v=y, with domain 0<x<y<1, how to find the ranges of u and v after the transformation?


2) Let u=x/(x+y), v=x+y with domain x>1, y>1, what values can u and v take on?


Is there a systematic way to do these?

Thank you for any help!
 
Physics news on Phys.org
  • #2
How can I determine step-by-step the corresponding region in the uv-plane after the transformation?
 
  • #3
Please help...
 
  • #4
kingwinner said:
I was reading a statistics book, and part of the problem reduces to the calculus problem of doing the following:

1) Let u=x/y, v=y, with domain 0<x<y<1, how to find the ranges of u and v after the transformation?
The range of v should be obvious. Is it possible for u to be negative? Is it possible for u to be 0? So what is a lower bound for u? Since y can be as close to 0 as you please is there an upper bound on u?

Another, more general, way to do this is to look at the boundary lines. If x= 1, then u= 1/y and v= y so u= 1/v. Graph u= 1/v on the uv-plane. If y= 1, then u= x and v= 1. Graph v= 1 on the uv-plane. If x= 0, u= 0, v= y. Graph u= 0 on the uv-plane. If y= 0, u is infinite so that does not give a bound. What region is inside those boundaries?

2) Let u=x/(x+y), v=x+y with domain x>1, y>1, what values can u and v take on?
Look at the boundary lines x= 1 and y= 1. On x= 1, you have u= 1/(y+1) and v= y+1. That is, u= 1/v. On y= 1, you have u= x/(x+1) and v= x+1. x= v-1 so u= (v-1)/v= 1- 1/v. Graph those curves on the u-v plane.

Is there a systematic way to do these?

Thank you for any help!
Yes,
 

1. What is a multivariable transformation and why is it important in science?

A multivariable transformation is a mathematical process that involves changing the variables in a mathematical equation. It is important in science because it allows researchers to simplify complex equations and make them more manageable, which can lead to a better understanding of natural phenomena.

2. How is a multivariable transformation different from a single variable transformation?

A multivariable transformation involves changing multiple variables in an equation, while a single variable transformation only changes one variable. In a multivariable transformation, the relationship between multiple variables is taken into account, while in a single variable transformation, only the relationship between one variable and the outcome is considered.

3. What are some common examples of multivariable transformations used in scientific research?

Some common examples of multivariable transformations used in scientific research include converting between Cartesian and polar coordinates, transforming data to a normal distribution, and applying a logarithmic transformation to data.

4. How does a multivariable transformation affect the interpretation of data?

A multivariable transformation can affect the interpretation of data by simplifying the relationship between variables and making it easier to identify patterns and relationships. It can also make data more normally distributed, which is often necessary for statistical analysis.

5. What are some potential challenges or limitations of using multivariable transformations?

One potential challenge of using multivariable transformations is that they can be complex and require a strong understanding of mathematical concepts. Additionally, choosing the right type of transformation for the data can be difficult and may require trial and error. There is also a risk of oversimplification, which can lead to a misinterpretation of the data.

Similar threads

Replies
1
Views
2K
Replies
3
Views
325
Replies
22
Views
2K
Replies
2
Views
929
Replies
5
Views
384
  • Calculus
Replies
3
Views
1K
Replies
16
Views
1K
Replies
12
Views
1K
Replies
3
Views
1K
Back
Top