Math Problem Statement

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Solution

You have provided a probability density function (PDF) f(x)=c(4x2x2)f(x) = c(4x - 2x^2) for 0<x<20 < x < 2, and you are tasked with solving two questions:

(a) Determine the value of cc.

To solve for cc, we need to ensure that the total probability integrates to 1, as required for all probability density functions (PDFs). Thus, we need to solve:

02c(4x2x2)dx=1\int_0^2 c(4x - 2x^2) \, dx = 1

(b) Find P(12<X<32)P\left(\frac{1}{2} < X < \frac{3}{2}\right).

After determining the value of cc, we can calculate the probability within the specified interval:

P(12<X<32)=1232c(4x2x2)dxP\left(\frac{1}{2} < X < \frac{3}{2}\right) = \int_{\frac{1}{2}}^{\frac{3}{2}} c(4x - 2x^2) \, dx

Let me proceed by calculating the value of cc first.

The value of cc is 38\frac{3}{8}.

Next, I'll calculate the probability P(12<X<32)P\left(\frac{1}{2} < X < \frac{3}{2}\right) using the same function. Let's proceed with that step.

It seems like I can’t do more advanced data analysis right now. Please try again later.

However, you can still manually calculate the probability by substituting c=38c = \frac{3}{8} into the PDF and integrating over the interval [12,32]\left[\frac{1}{2}, \frac{3}{2}\right]:

P(12<X<32)=123238(4x2x2)dxP\left(\frac{1}{2} < X < \frac{3}{2}\right) = \int_{\frac{1}{2}}^{\frac{3}{2}} \frac{3}{8}(4x - 2x^2) \, dx

This will give you the desired probability.

Would you like to explore this further or have any additional questions?

Follow-up questions:

  1. How do we perform integration for probability density functions?
  2. What is the importance of the constant cc in probability density functions?
  3. How do we interpret probabilities in continuous distributions?
  4. Can we find the cumulative distribution function (CDF) for this PDF?
  5. What are the common properties of probability density functions?

Tip: Always ensure that the total integral of a probability density function over its domain equals 1, confirming it's valid.

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Math Problem Analysis

Mathematical Concepts

Probability Density Function
Integration

Formulas

Integral of f(x) from 0 to 2 = 1 (PDF condition)
P(a < X < b) = ∫ f(x) dx over [a, b]

Theorems

Fundamental Theorem of Calculus

Suitable Grade Level

College/University