Let $X$ be a random variable having density function as $f(x) = cx(1 - x)$, for $0 < x < 1$.
Find the value of $c$.
After solving this question I got the answer as $6$, whereas the answer given in the book is $1/2.$ Can anyone please verify.
Let $X$ be a random variable having density function as $f(x) = cx(1 - x)$, for $0 < x < 1$.
Find the value of $c$.
After solving this question I got the answer as $6$, whereas the answer given in the book is $1/2.$ Can anyone please verify.
If the PDF is $f(x) = cx(1-x),$ for $0 < x < 1,$ then we must have $c = 6.$ It is easy to see that $\int_0^1 x(1-x)\,dx = 1/6,$ so that $c = 6.$
This is a member of the beta family of distributions. The general family density function is $$f(x) = \frac{\Gamma(\alpha+\beta)}{\Gamma(\alpha) \Gamma(\beta)}x^{\alpha-1}(1-x)^{\beta-1},$$ for $0 < x < 1$ with parameters $\alpha, \beta > 0.$
Specifically in this question, we have parameters $\alpha = \beta = 2.$ For positive integers $k$, we have $\Gamma(k) = (k-1)!,$ so that $c = \frac{3!}{1!\cdot 1!} = 6.$