Economics Asked by j3141592653589793238 on June 19, 2021
I’m looking into utility functions and their relation to indifference curves.
Now, I understand a positive monotonic transformation does not change the order (it’s a rank-preserving transformation).
I thought the same is true for a negative monotonic transformation (I’m reading H. Varian, he distinguishes between negative and positive monotonic transformations) except it reverses the order.
However in a paper I’ve read just recently: https://ocw.mit.edu/courses/economics/14-03-microeconomic-theory-and-public-policy-fall-2016/lecture-notes/MIT14_03F16_lec3.pdf
It says:
Definition: Monotonic Transformation
Let I be an interval on the real line ($R1$) then: $g : I → R1$ is a monotonic transformation if
g is a strictly increasing function on I.
If $g(x)$ is differentiable then $g'(x) gt 0 forall x$
Informally: A monotone transformation of a variable is a rank-preserving transformation. [Note: not all rank-preserving transformations are differentiable.]
But how is that true for a negative monotonic transformation such as $g(x) = -x$ where $g'(x)=-1$?
I don’t understand. Does the paper not take into account that there are negative monotonic transformations?
Let's look at the use of monotonic transformations of utility functions (which I guess is the most frequent occurrence of this concept in econ).
Let $u: mathbb{R}^n_+ to mathbb{R}$ be a utility function. We say that $g: mathbb{R}^n_+ to mathbb{R}$ is a monotonic transformation of $u$ if for all $x, y in mathbb{R}^n_+$: $$ u(x) ge u(y) iff g(x) ge g(y). $$
Let $D subseteq mathbb{R}$. Then $h: D to mathbb{R}$ is called strictly increasing if for all $x, y in D$: $$ x ge y iff h(x) ge h(y). $$
There's the following result:
Th Let $D$ be the range of $u$, i.e. $D = u(mathbb{R}^n_+)$. Then $g$ is a monotonic transformation of $u$ iff there exists a strictly increasing function $h: D to mathbb{R}$ such that $g(x) = h(u(x))$.
proof: ($leftarrow$) If $g(x) = h(u(x))$ and $u(x) ge (>) u(y)$ then $h(u(x)) ge (>) h(u(y))$ so $g$ is indeed a monotone transformation of $u$.
($rightarrow$) For the reverse, define $$ h(z) = g(x) text{ whenever } u(x) = z. $$ First we need to check that $h$ is indeed a function. As such, let $x, y$ be such that $u(x) = u(y) = z$. We need to show that $g(x) = g(y)$. Indeed as $g$ is a monotone transformation, we have that $g(x) ge g(y)$ and $g(y) ge g(x)$ so $g(x) = g(y)$. To see that $h$ is strictly increasing, let $z ge (>) w$ and let $x$ and $y$ be such that $u(x) = z ge (>) w = u(y)$. Then as $g$ is a monotone transformation $h(z) = g(x) ge (>) g(y) = h(w)$. $blacksquare$
To see the connection with the derivatives we have the following:
Th if $g: D to mathbb{R}$ is differentiable, $D$ is convex and if $g'(x) > 0$ for all $x$ in $D$, then $g$ is strictly monotone.
proof: Let $x ge (>) y$ then by the mean value theorem there is a $c in [x,y]$ such that: $$ g(y) - g(x) = g'(c)(y - x) ge (>) 0. $$
Remark: as @Michael Greinecker said, the reverse is not true, there are strictly increasing functions whose derivative is zero at some points, like $g(x) = x^3$.
But how is that true for a negative monotonic transformation such as g(x)=−x where g′(x)=−1?
In principle we could define the reverse notions. Say that $tilde g$ is a "negative" monotonic transformation of $u$ if for all $x, y in mathbb{R}^n_+$: $$ u(x) ge u(y) iff tilde g(x) le tilde g(y). $$
Notice that $tilde g$ reverses the ranking given by $u$.
Next, we can look at functions $tilde h: D to mathbb{R}$ that are strictly decreasing: $$ x ge y iff tilde h(x) le tilde h(y). $$
We have the following:
Th The function $tilde g$ is a negative monotone transformation of $u$ iff there exists a strictly decreasing function $tilde h: D to mathbb{R}$ such that $tilde g(x) = tilde h(u(x))$.
The proof is similar to the proof for the monotone/strictly increasing case.
Remark: In economics, "negative" monotonic transformations are not really used. We would like the functions $u$ and $g$ to give the same ranking over all bundles $x in mathbb{R}^n_+$ then they should be monotone transformations of each other. If you use a negative monotonic transformation, you are reversing the order.
Correct answer by tdm on June 19, 2021
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