How was this equation differentiated?

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Homework Help Overview

The discussion revolves around the differentiation of a utility maximization function involving two consumption variables, c1 and c2, within the context of dynamic optimization and budget constraints. The original poster presents a function that includes a utility function and a discount factor, leading to questions about the correct formulation and differentiation process.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the formulation of the utility function and the implications of substituting c2 into the maximization problem. There are questions about the notation used, particularly regarding the discount factor and the clarity of the equation structure. Some participants seek to clarify the meaning of terms like FOC (first order condition) and the Euler equation.

Discussion Status

Several participants have provided insights into the structure of the problem and the nature of the utility function. There is an ongoing exploration of how to differentiate the function with respect to c1, with some participants suggesting the use of the chain rule. However, there is no explicit consensus on the differentiation process or the final form of the equation.

Contextual Notes

Participants note potential errors in the initial formulation and the need for clarity in the mathematical expressions. The discussion also highlights the dynamic nature of the problem and the assumptions involved in the utility maximization framework.

amaya244
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Hi guys, this is my first post, a friend of mine said I should try the site out. Here it goes.I have a function: Max (c1) = u(c1) + 1/1+p * u(c2)

(c2) is equal to this: (1+r)^2 * A0 + (1+r) (Y1-c1) + Y2

Substituting it into the max gives: u(c1) + 1/1+p * u [(1+r)^2 * A0 + (1+r) (Y1-c1) + Y2]FOC, I got: u'(c1) = 1+r/1+p * u'(c2)

However, I think I'm wrong. Can someone please check this for me?

(please show working)

Amy xx
 
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amaya244 said:
Hi guys, this is my first post, a friend of mine said I should try the site out. Here it goes.


I have an function: Max (c1) = u(c2) + 1/1+p * u(c2)

(c2) is equal to this: (1+r)^2 * A0 + (1+r) (Y1-C1) + Y2
I have no idea what you're asking. In the equation above, you have Max (c1) = u(c2) + 1/1+p * u(c2).

The way you wrote this suggests that Max is a function of variable named c1, but the other side of the equation involves c2, not c1.

Another point of confusion is trying to determine what you mean by u(c2) + 1/1+p * u(c2). Is u a number or a function? Also, what you wrote does not mean what you think it means. Apparently there is a fraction somewhere, but without parentheses, I can't tell what's in the numerator and what's in the denominator.

For example if you write (a + b)/(c + d) without parentheses, it would be a + b/c + d. Should this mean a + [b/(c + d)], [(a + b)/c] + d, or just plain a + [b/c] + d?
amaya244 said:
Substituting it into the max gives:


u(c2) + 1/1+p * u [(1+r)^2 * A0 + (1+r) (Y1-C1) + Y2]


FOC, I got: u'(c1) = 1+r/1+p * u'(c2)
What does FOC mean?
amaya244 said:
However, I think I'm wrong. Can someone please check this for me?

(please show working)

Amy xx
 
Sorry Mark44, I totally understand what you mean. Let me explain a little.

Firstly, I made an error. c1 should indeed be in place of c2 (in the 1st utility function).

Secondly, 1/1+P is a 'discount factor' that can be simply written as a 'B':

u(c1) + B u(c2)

When B is close to 1, the individual is impatient and chooses to consume quite a lot of his future income.

Thirdly, let me explain the variables:

u(.) is an instantaneous utility function
ct is period t consumption
Yt is income at period t
At is wealth at period t

The problem is thus dynamic! The individual maximises consumption subject to a budget constraint.

u(c1) + B u(c2) s.t. c2 = (1+r)^2A0 + (1+r)(Y1-c1) + Y2

This is usually called Milton Friedman's Permanent Income Hypothesis. FOC is short for the 'first order condition'.

This first order condition is known as a Euler equation.
u'(c1) = (1+r) + B u'(c2)

I just want to know how c1 is maximised/differentiated.
 
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amaya244 said:
Sorry Mark44, I totally understand what you mean. Let me explain a little.

Firstly, I made an error. c1 should indeed be in place of c2 (in the 1st utility function).

Secondly, 1/1+P is a 'discount factor' that can be simply written as a 'B':
That would be 1/(1 + P).
amaya244 said:
u(c1) + B u(c2)

When B is close to 1, the individual is impatient and chooses to consume quite a lot of his future income.

Thirdly, let me explain the variables:

u(.) is an instantaneous utility function
ct is period t consumption
Yt is income at period t
At is wealth at period t

The problem is thus dynamic! The individual maximises consumption subject to a budget constraint.

u(c1) + B u(c2) s.t. c2 = (1+r)^2A0 + (1+r)(Y1-c1) + Y2

This is usually called Milton Friedman's Permanent Income Hypothesis. FOC is short for the 'first order condition'.

This first order condition is known as a Euler equation.
u'(c1) = (1+r) + B u'(c2)

I just want to know how c1 is maximised/differentiated.

I think this is what you're trying to say:

Maximize u(c1) + B*u(c2), where c2 =A0(1 + r)2 + (1 + r)(Y1 - c1) + Y2.

If you substitute for c2 in the expression you want to maximize, you'll get a function that has one variable: c1.

Let's call this function F.
F(c1) = u(c1) + B*u(A0(1 + r)2 + (1 + r)(Y1 - c1) + Y2)).

The first part is easy enough to differentiate. For the second part you need to use the chain rule.
 
Mark44 said:
That would be 1/(1 + P).

No, just 1/1 + P actually :-)


Mark44 said:
I think this is what you're trying to say:

Maximize u(c1) + B*u(c2), where c2 =A0(1 + r)2 + (1 + r)(Y1 - c1) + Y2.

If you substitute for c2 in the expression you want to maximize, you'll get a function that has one variable: c1.

Let's call this function F.
F(c1) = u(c1) + B*u(A0(1 + r)2 + (1 + r)(Y1 - c1) + Y2)).

The first part is easy enough to differentiate. For the second part you need to use the chain rule.

Thank you Mark44,

Can I just ask, once you differentiated the first and second parts of F, with respect to c1, did you arrive at the following equation?

u'(c1) = (1 + r) β*u'(c2)

Amy xx
 
amaya244 said:
No, just 1/1 + P actually :-)
Yeah, right...
amaya244 said:
Thank you Mark44,

Can I just ask, once you differentiated the first and second parts of F, with respect to c1, did you arrive at the following equation?

u'(c1) = (1 + r) β*u'(c2)
Well, I didn't do the differentiation.

The equation you show here is the result of setting F'(c1) = 0, and then solving for u'(c1).
 
Mark44 said:
Yeah, right...

Pffft!

Mark44 said:
Well, I didn't do the differentiation.

The equation you show here is the result of setting F'(c1) = 0, and then solving for u'(c1).

That's what I thought, but then where did C2 come from? Didn't it get substituted out?
 
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