Function Analysis: Proving h'(y_s) < 0 for All y_s

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Homework Help Overview

The discussion revolves around analyzing the function h(y_s) = ln(1-y_s) - ln(y_s) - γ + (γ/θ + β(1-y_s)) and proving that its derivative h'(y_s) is less than zero for all y_s in the interval (0,1), under the condition that (γβ)/(θ(β + θ)) < 4. Participants are exploring the implications of this inequality and the behavior of the function's derivative.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss introducing a new variable z = 1 - y_s to facilitate differentiation and analyze the resulting expression. Questions arise regarding the bounds of the terms involved and the implications of the inequality conditions on the behavior of the function's derivative.

Discussion Status

The discussion is ongoing, with participants examining the signs and limits of the terms in the derivative expression. Some have pointed out potential issues with the signs and are questioning the validity of the assumptions made regarding the bounds of the terms. There is an exploration of whether the derived conditions are strict or if they imply a broader requirement.

Contextual Notes

Participants are working under the assumption that all constants are real and positive. There is a focus on the behavior of the function as z approaches the boundaries of the interval (0,1), which raises questions about the limits and the implications of the inequality conditions on the analysis.

standardflop
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Hello,

given is the function [tex]h(y_s) = \ln (1-y_s) - \ln y_s - \gamma + \frac{\gamma}{\theta + \beta (1-y_s)}[/tex]
my job is now to show that [itex]h'(y_s) < 0, \forall y_s \in ]0,1[[/itex] when
[tex]\frac{\gamma \beta}{\theta (\beta + \theta)} < 4[/tex]

I guess that all constants can be assumed to be real and positive.
My first tought was to introduce the new variable [itex]z=1-y_s[/itex] so that after differentiation i would get

[tex]- 1/z + 1/(z-1) + \frac{\gamma \beta}{(\theta + \beta z)^2} < 0[/tex]
but i can't derive the above expression from this inequality. Any help would be greatly appreciated.

Thank you.
 
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Since [itex]0< y_s< 1[/tex], then [itex]0< z< 1[/itex]<br /> Adding the first two terms, what you have is<br /> [tex]\frac{-1}{z(z-1)}+\frac{\gamma\beta}{(\theta+ \beta z)^2}[/tex]<br /> Now what is the <b>smallest</b> that first term could be? What is the <b>largest</b> the second term could be? (Remember the condition that <br /> [tex]\frac{\gamma \beta}{\theta (\beta + \theta)} < 4[/tex]).[/itex]
 
The second term is largest when [itex]z \rightarrow 0[/itex], where it takes the values [tex]\frac{\gamma \beta}{\theta^2}[/tex]. But as i see it, the first term is a problem since it goes toward [itex]\pm \infty[/itex] (or undef.?) when [itex]z \rightarrow 0 \ \wedge \ z \rightarrow 1[/itex] respectively.? So can this term be bounded in the interval [itex]0<z<1[/itex] ?

Also i believe your first term has the wrong sign.
 
Last edited:
Sorry about the sign. When I did it I was thinking 1/(1-z)- 1/z but then used your "reversed" z-1. Yes, it is
[tex]\frac{1}{z(z-1)}+\frac{\gamma\beta}{(\theta+ \beta z)^2}[/tex]
or, what I really intended,
[tex]\frac{-1}{z(1-z)}+\frac{\gamma\beta}{(\theta+ \beta z)^2}[/tex]
That first term, whether 1/(z(z-1)) or -1/(z(1-z)) is always negative. And when I said "smallest value", I should have made it clear that I was thinking of the absolute value because I was focusing on the subtraction- the largest possible value of the second term, minus the smallest possible value of the first is what?
 
The largest possible value of the second term, minus the (abs.) smallest possible value of the first is
[tex]\frac{\gamma \beta}{\theta^2} - 4 < 0[/tex] because [tex]\vline \ \max_{0<z<1} \ \frac{1}{z(z-1)} \ \vline = 4[/tex]

which leads to [tex]\frac{\gamma \beta}{\theta^2} < 4[/tex] and not the expected [tex]\frac{\gamma \beta}{\theta (\beta + \theta)} < 4[/tex]
 
Last edited:
=> or is this to be understood as a less strict requirement, because [tex]\frac{\gamma \beta}{\theta (\beta + \theta)} < \frac{\gamma \beta}{\theta^2}[/tex] ? Therefore if [tex]\frac{\gamma \beta}{\theta^2} < 4[/tex] then also [tex]\frac{\gamma \beta}{\theta (\beta + \theta)} < 4[/tex] ?
 

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