The lifetime, in years, of some electronic component is a continuous random variable with the density f(x) =   k x4 for x ≥ 1 0 for x < 1. Find k, the cumulative distribution function, and the probability for the lifetime to exceed 2 years.

Respuesta :

I suppose the density is supposed to be

[tex]f(x)=\begin{cases}\frac k{x^4}&\text{for }x\ge1\\0&\text{otherwise}\end{cases}[/tex]

(since [tex]kx^4[/tex] diverges as [tex]x\to\infty[/tex], and 0 is conveniently left out of the domain)

For this to be a proper density function, it must be positive (it is) and its integral over the support [tex][1,\infty)[/tex] must evaluate to 1. We have

[tex]\displaystyle\int_{-\infty}^\infty f(x)\,\mathrm dx=\int_1^\infty\frac k{x^4}\,\mathrm dx=-\frac k{3x^3}\bigg|_1^\infty=\frac k3=1[/tex]

which means [tex]k=3[/tex].

The distribution function is obtained by integrating the density:

[tex]F(x)=\displaystyle\int_{-\infty}^xf(t)\,\mathrm dt=\begin{cases}0&\text{for }x<1\\1-\frac1{x^3}&\text{for }x\ge1\end{cases}[/tex]

The probability that the component exceeds 2 years in its lifetime is

[tex]P(X>2)=1-P(X\le 2)=1-F(2)=1-\left(1-\dfrac18\right)=\dfrac18[/tex]