Q1. PART A
- (a)) Calculate the mean, and the variance of the following probability density functions: i) Uniform p(x) = 1/(2a), -a < x < a, and p(x) = 0 elsewhere. ii) Rayleigh distribution p(x) = x/(a^2) * e^(-x^2/(2a^2)) (400 words)
- (b)) Show that for any distribution where N is large, the distribution tends to a Gaussian or a normal distribution. (400 words)
- Mean (E[x]) for uniform distribution p(x)=1/(2a) over [-a,a] is 0.
- Variance (Var[x]) for uniform distribution p(x)=1/(2a) over [-a,a] is a²/3.
- Mean (E[x]) for Rayleigh distribution p(x)=x/(a²)e^(-x²/(2a²)) for x≥0 is a√(π/2).
- Variance (Var[x]) for Rayleigh distribution is a²(4-π)/2.
Answer: