Find the values of 'a' and 'b' for the following PDF

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Homework Help Overview

The problem involves determining the constants 'a' and 'b' in a probability density function defined by the equation ##f\left(x\right)=\left|a\right|\left(x+1\right)-\left(ax-1\right)^2## for the interval ##x∈[0,b]##, with the condition that the graph intersects the x-axis at the point ##(b,0)##.

Discussion Character

  • Exploratory, Assumption checking

Approaches and Questions Raised

  • Participants discuss the integral condition ##∫_0^bf(x)dx=1## and its implications for the unknowns 'a' and 'b'. There is an exploration of finding the x-intercept ##b##, which is dependent on 'a', and the challenges that arise from this dependency. Some participants consider the role of 'a' as a dilation factor and question how it affects the x-intercepts.

Discussion Status

Participants are actively engaging with the problem, recognizing that they have two equations involving 'a' and 'b' to work with. There is a sense of progress as they consider solving the equations simultaneously, although no consensus has been reached on the exact approach yet.

Contextual Notes

There is an acknowledgment that the problem involves two unknowns, which complicates the solution process. The participants are also reflecting on the nature of probability density functions and the conditions that must be satisfied.

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Homework Statement


A probability density function is defined by ##f\left(x\right)=\left|a\right|\left(x+1\right)-\left(ax-1\right)^2## where ##x∈[0,b]##. Determine the values of the constants ##a## and ##b##, given that the graph passes through the point ##(b,0)##.

Homework Equations


##∫_a^bf(x)dx=1## where ##f(x)## is a probability density function

The Attempt at a Solution


Okay, so I know I'm attempting to solve ##∫_0^bf(x)dx=1## for ##b##, but I'm rather unsure of how to do that in this instance due to ##a## being a second unknown variable.

I've attempted finding the x-intercept, ##b## of ##f(x)## but it is dependent on the variable ##a##. I then tried to find ##a## in terms of x and use that to somehow find ##b## but I soon realized that wasn't going anywhere. Normally for these types of questions, ##a## would just be a dilation factor, meaning it doesn't effect the values of the x-intercepts and can just be taken out as a common factor before integrating. I'm not sure why I'm supposed to do when it effects the location of the x-intercepts.
 
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Saracen Rue said:

Homework Statement


A probability density function is defined by ##f\left(x\right)=\left|a\right|\left(x+1\right)-\left(ax-1\right)^2## where ##x∈[0,b]##. Determine the values of the constants ##a## and ##b##, given that the graph passes through the point ##(b,0)##.

Homework Equations


##∫_a^bf(x)dx=1## where ##f(x)## is a probability density function

The Attempt at a Solution


Okay, so I know I'm attempting to solve ##∫_0^bf(x)dx=1## for ##b##, but I'm rather unsure of how to do that in this instance due to ##a## being a second unknown variable.

I've attempted finding the x-intercept, ##b## of ##f(x)## but it is dependent on the variable ##a##. I then tried to find ##a## in terms of x and use that to somehow find ##b## but I soon realized that wasn't going anywhere. Normally for these types of questions, ##a## would just be a dilation factor, meaning it doesn't effect the values of the x-intercepts and can just be taken out as a common factor before integrating. I'm not sure why I'm supposed to do when it effects the location of the x-intercepts.
With the integral you show in your attempt and the given information that f(b) = 0, you have two equations in the unknowns a and b. That should be enough information for you to solve for a and b.
 
Mark44 said:
With the integral you show in your attempt and the given information that f(b) = 0, you have two equations in the unknowns a and b. That should be enough information for you to solve for a and b.
Oh thank you I think I understand now. Because ##b## is the x-intercept, ##f(x)=f(b)=0##, leaving us with just ##a## and ##b## as unknowns. As ##∫_0^bf(x)dx=1## also simplifies down to only containing ##a## and ##b##. Thus, I should be able to solve ##f(b)=0## and ##∫_0^bf(x)dx=1## simultaneously to find both ##a## and ##b##. Does this sound right?
 
Saracen Rue said:
Oh thank you I think I understand now. Because ##b## is the x-intercept, ##f(x)=f(b)=0##, leaving us with just ##a## and ##b## as unknowns. As ##∫_0^bf(x)dx=1## also simplifies down to only containing ##a## and ##b##. Thus, I should be able to solve ##f(b)=0## and ##∫_0^bf(x)dx=1## simultaneously to find both ##a## and ##b##. Does this sound right?
That's pretty much what I said.
 

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