Montonic Functions (Econ)

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In summary, monotonically increasing and decreasing functions are mathematical functions that consistently increase or decrease as their input values increase. These functions do not have any local minima or maxima. In economics, these functions are used to represent relationships between variables and make predictions. A strictly monotonically increasing function has a positive slope throughout, while a non-strictly monotonically increasing function may have a zero slope at some points.
  • #1
djalap
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Homework Statement


Suppose that the utility functions u(x,y) are related to v(x,y) = f(u(x,y)). In each case below, select "Yes" if the function f is an increasing, monotonic transformation and "No" if it is not.


Homework Equations



A differentiable equation f(u) is an increasing function of u if its derivative is positive.

The Attempt at a Solution



f(u) = 3.141592u (YES)
f(u) = 5000-23u (YES)
f(u) = u-100000 (YES)
f(u) = log(base 10)u (NO)
f(u) = -e^-u (NO)
f(u) = 1/u (NO)
f(u) = -1/u (YES)

My answers are in parenthesis. Are they right? If not, can you explain briefly why?
 
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  • #2
djalap said:

Homework Statement


Suppose that the utility functions u(x,y) are related to v(x,y) = f(u(x,y)). In each case below, select "Yes" if the function f is an increasing, monotonic transformation and "No" if it is not.


Homework Equations



A differentiable equation f(u) is an increasing function of u if its derivative is positive.

The Attempt at a Solution



f(u) = 3.141592u (YES)
f(u) = 5000-23u (YES)
Above, check the derivative. Is it positive?
djalap said:
f(u) = u-100000 (YES)
f(u) = log(base 10)u (NO)
Above, Why do you think this?
djalap said:
f(u) = -e^-u (NO)
Above, check the derivative. Is it negative?
djalap said:
f(u) = 1/u (NO)
f(u) = -1/u (YES)
The two above are a little tricky. For the first, the derivative is not defined for u = 0, so, for example, even though 1/u is decreasing on each half of its domain it is not decreasing overall. -1 < 1, but 1/-1 < 1/1, which should not be the case for a decreasing function.
djalap said:
My answers are in parenthesis. Are they right? If not, can you explain briefly why?
 
  • #3
Mark44 said:
Above, check the derivative. Is it positive?

Derivative of 3.141592u = 3.141592 = positive
Derivative of 5000-23u = -23 = negative. so its no


Above, Why do you think this?

Derivative of u-100000 = 1 = positive
Deriviative of log(base 10)u = 1/ln(10) = 2.3 = Positive


Above, check the derivative. Is it negative?

derivative of e = 0? so then, is that positive or negative?

The two above are a little tricky. For the first, the derivative is not defined for u = 0, so, for example, even though 1/u is decreasing on each half of its domain it is not decreasing overall. -1 < 1, but 1/-1 < 1/1, which should not be the case for a decreasing function.

these 2 are correct?

New answers =
Yes
No
Yes
Yes
IDK? (NO?)
No
Yes
 
  • #4
djalap said:
Deriviative of log(base 10)u = 1/ln(10)
d/du(log u) is not a constant.
djalap said:
derivative of e = 0?
Yes, but that's not the function - it is -e-u. What is d/du(eu)? What is d/du(e-u)? Take another look at the differentation rules for log x, ln x, ex.
 
  • #5
so d/du (log u) = 1/(u LN 10) = no?

d/du (-e^-u) = e^-u = no
 
  • #6
djalap said:
so d/du (log u) = 1/(u LN 10) = no?
You have the derivative right, but isn't 1/(u ln 10) > 0?
djalap said:
d/du (-e^-u) = e^-u = no
Again, the derivative is right, but isn't e-u > 0?
 
  • #7
Mark44 said:
You have the derivative right, but isn't 1/(u ln 10) > 0?

Again, the derivative is right, but isn't e-u > 0?


With U in the function, can't U be negative, making the answer negative?
 
  • #8
The domain for log u is {u | u > 0}. This has an effect on the values of 1/(u ln 10).
The domain for e-u is all real numbers, and the range is the same as for eu. (The graphs are different, of course.)
 
  • #9
Mark44 said:
The domain for log u is {u | u > 0}. This has an effect on the values of 1/(u ln 10).
The domain for e-u is all real numbers, and the range is the same as for eu. (The graphs are different, of course.)

So they are both positive.

Because e^-u is always positive.

Right?
 
  • #10
"They" being the derivatives - yes.
 

What is a monotonically increasing function?

A monotonically increasing function is a mathematical function that consistently increases as its input values increase. This means that the output of the function always increases or remains the same as the input increases. In other words, the function does not have any local minima or maxima.

What is a monotonically decreasing function?

A monotonically decreasing function is a mathematical function that consistently decreases as its input values increase. This means that the output of the function always decreases or remains the same as the input increases. In other words, the function does not have any local minima or maxima.

How do monotonically increasing and decreasing functions relate to economics?

In economics, monotonically increasing and decreasing functions are used to represent relationships between two variables. For example, a monotonically increasing function can be used to represent the relationship between price and quantity demanded, while a monotonically decreasing function can be used to represent the relationship between price and quantity supplied.

What is the difference between a strictly monotonically increasing function and a non-strictly monotonically increasing function?

A strictly monotonically increasing function increases at a constant rate and does not have any flat portions, while a non-strictly monotonically increasing function may have some flat portions. This means that a strictly monotonically increasing function has a positive slope throughout, while a non-strictly monotonically increasing function may have a zero slope at some points.

How are monotonically increasing and decreasing functions useful in economics?

In economics, monotonically increasing and decreasing functions are useful for analyzing relationships between variables and making predictions. For example, using these functions, economists can determine the impact of changes in one variable on the other, and make decisions based on this information.

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