Find the probability density function (pdf) for a uniform distribution on the unit circle
To find the probability density function (pdf) for a uniform distribution on the unit circle, we start by noting that the unit circle can be expressed in terms of its angular coordinate $\theta$, where $0 \leq \theta < 2\pi$.
Since the distribution is uniform, the probability density function (pdf) must be constant. The integral of the pdf over the entire circle must be 1:
$$ \int_0^{2\pi} f(\theta) \, d\theta = 1 $$
Let $f(\theta) = c$ be the constant pdf. Then:
$$ c \int_0^{2\pi} \, d\theta = 1 $$
Evaluating the integral gives:
$$ c \cdot 2\pi = 1 $$
Solving for $c$, we get:
$$ c = \frac{1}{2\pi} $$
Therefore, the pdf for a uniform distribution on the unit circle is:
$$ f(\theta) = \frac{1}{2\pi}, \quad 0 \leq \theta < 2\pi $$