Verify that f(x;theta) is a legitimate pdf

**oldguynewstudent** · Jun 26th 2010, 11:40 AM

Can anyone help with the verification that the final integral over infinity = 1?

Let X denote the vibratory stress (psi) on a wind turbine blade at a particular wind speed in a wind tunnel. The article “Blade Fatigue Life Assessment with Application to VAWTS” (J. Solar Energy Engr., 1982: 107-111) proposes the Rayleigh distribution, with pdf

f(x; $\theta$ )= $\left(\frac{x}{\theta^{2}}\right)*e^{\frac{-x^{2}}{(2\theta^{2})}}$ for x>0 and 0 otherwise as a model for the X distribution.

a) Verify that f(x; $\theta$ ) is a legitimate pdf.

Rule 1: f(x) $\geq0\:\forall x$ . All powers of e are positive everywhere so it is left to show $\left(\frac{x}{\theta^{2}}\right)$ is positive. $\theta^{2}$ must be positive and x is always greater than or equal to zero. Therefore the function is non-negative.

Rule 2: $\intop_{-\infty}^{\infty}\left(\frac{x}{\theta^{2}}\right)* e^{\frac{-x^{2}}{(2\theta^{2})}}dx$ let u= $\frac{-x^{2}}{2\theta^{2}}$ then du= $\frac{-2x}{2\theta^{2}}dx$ so $\intop_{-\infty}^{\infty}-e^{-u}du = e^{-u}\mid_{-\infty}^{\infty}$

Is $e^{-u}\mid_{-\infty}^{\infty}$ = 1?? Or did I screw up royally? Or both?

The problem states that x is non-negative so the integral should go from 0 to ${\infty}$

**oldguynewstudent** · Jun 26th 2010, 12:14 PM

Originally Posted by oldguynewstudent

Can anyone help with the verification that the final integral over infinity = 1?

Let X denote the vibratory stress (psi) on a wind turbine blade at a particular wind speed in a wind tunnel. The article “Blade Fatigue Life Assessment with Application to VAWTS” (J. Solar Energy Engr., 1982: 107-111) proposes the Rayleigh distribution, with pdf

f(x; $\theta$ )= $\left(\frac{x}{\theta^{2}}\right)*e^{\frac{-x^{2}}{(2\theta^{2})}}$ for x>0 and 0 otherwise as a model for the X distribution.

a) Verify that f(x; $\theta$ ) is a legitimate pdf.

Rule 1: f(x) $\geq0\:\forall x$ . All powers of e are positive everywhere so it is left to show $\left(\frac{x}{\theta^{2}}\right)$ is positive. $\theta^{2}$ must be positive and x is always greater than or equal to zero. Therefore the function is non-negative.

Rule 2: $\intop_{-\infty}^{\infty}\left(\frac{x}{\theta^{2}}\right)* e^{\frac{-x^{2}}{(2\theta^{2})}}dx$ let u= $\frac{-x^{2}}{2\theta^{2}}$ then du= $\frac{-2x}{2\theta^{2}}dx$ so $\intop_{-\infty}^{\infty}-e^{-u}du = e^{-u}\mid_{-\infty}^{\infty}$

Is $e^{-u}\mid_{-\infty}^{\infty}$ = 1?? Or did I screw up royally? Or both?

The problem states that x is non-negative so the integral should go from 0 to ${\infty}$

Just figured it out for myself once I realized the limits error:

let u= $\frac{x^{2}}{2\theta^{2}}$ then du= $\frac{2x}{2\theta^{2}}dx$ so $\intop_{0}^{\infty}e^{-u}du = -e^{-u}\mid_{0}^{\infty}$ = 0 + 1 = 1

Thread: Verify that f(x;theta) is a legitimate pdf

LinkBack

Thread Tools

Display

Verify that f(x;theta) is a legitimate pdf

Similar Math Help Forum Discussions

Is this a legitimate way of finding the integral of lnx?

Conditions on min poly of theta such that theta =phi^2, phi in Q(theta)

Finding the value of the angle theta in radians, knowing sec theta and cot theta

[SOLVED] Find Cos (theta), sin(theta), and tan(theta)

Using sine theta over theta equals 1 to find a limit

Search tags for this page

let x denote the vibratory stress (psi) on a wind turbine blade at a particular wind speed in a wind tunnel

let x denote the vibratory stress

proving a legitimate pdf stats

show that of 1-e^-t is a legitimate pdf

legetimate pdf.com