1. **State the problem:**
Find the constant $k$ for the probability density function (pdf) of the random variable $Z$ given by
$$f(z) = \begin{cases} kze^{-z^2} & z > 0 \\ 0 & z \leq 0 \end{cases}$$
and draw its graph.
2. **Recall the rule for pdf:**
The total area under the pdf curve must equal 1:
$$\int_{-\infty}^{\infty} f(z) \, dz = 1$$
Since $f(z) = 0$ for $z \leq 0$, we only integrate from 0 to $\infty$:
$$\int_0^{\infty} kze^{-z^2} \, dz = 1$$
3. **Evaluate the integral:**
Use substitution $u = z^2$, so $du = 2z \, dz$ or $z \, dz = \frac{du}{2}$.
Rewrite the integral:
$$\int_0^{\infty} kze^{-z^2} \, dz = k \int_0^{\infty} ze^{-z^2} \, dz = k \int_0^{\infty} e^{-u} \frac{du}{2} = \frac{k}{2} \int_0^{\infty} e^{-u} \, du$$
4. **Integrate:**
$$\int_0^{\infty} e^{-u} \, du = \left[-e^{-u}\right]_0^{\infty} = 1$$
5. **Solve for $k$:**
$$\frac{k}{2} \times 1 = 1 \implies k = 2$$
6. **Final pdf:**
$$f(z) = \begin{cases} 2ze^{-z^2} & z > 0 \\ 0 & z \leq 0 \end{cases}$$
7. **Graph description:**
- The graph starts at 0 when $z=0$.
- It rises to a peak and then decays exponentially as $z$ increases.
- The shape is similar to a right-skewed bell curve starting at zero.
Pdf Constant K Bf17A0
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