The memory-less property is followed by which of the following continuous distribution:
Exponential distribution
The memoryless property states \(P(X>s+t \mid X>s)=P(X>t)\) — the future is independent of the elapsed waiting time.
For the exponential distribution with survival function \(P(X>t)=e^{-\lambda t}\):
\[P(X>s+t \mid X>s)=\frac{e^{-\lambda(s+t)}}{e^{-\lambda s}}=e^{-\lambda t}=P(X>t)\]
The exponential distribution is the unique continuous distribution with this property. Normal, uniform, and general gamma (with shape ≠ 1) distributions do not satisfy it.
A Poisson distribution has a double mode at x = 1 and x = 2. The probability for x = 1 or for x = 2 of these two value is:
If a discrete random variable X follows uniform distribution and assume only the values 8, 9, 11, 15, 18, 20, the value of P(|X - 14| < 5) will be:
The probability density function of a random variable X is f(x) = \(\frac{\pi}{10} sin \frac{\pi x}{5}\) ; 0 ≤ x ≤ 5. The first quartile of X is:
The mode of a geometric distribution with parameter p is:
If ten coins are tossed simultaneously, then the probability of getting at most 1 head is:
The PDF of babies’ age is defined as \(f(x)=\dfrac{3}{4}x(2-x);0<x<2\) , The 5 th decile point of X is:
The interquartile range of continuous random variable X having PDF f(x) = e -x ; x ≥ 0 is:
Patients arrive at a clinic following the Poisson process, with the mean rate of 10 customers per hour. The inter-arrival time of a customer follows:
The length of time X, needed by an examinee of competition to complete a 1-hour exam, is a random variable with
PDF \(f(x)=\dfrac{6}{5}(x^2+x);0 \le x \le 1.\) , The value of F(0.5) is:
If X follows a binomial distribution with n = 6 and \(p=\dfrac{1}{4}\) then the skewness of X is:
The square of a standard normal variate is a
A Poisson distribution has a double mode at x = 1 and x = 2. The probability for x = 1 or for x = 2 of these two value is:
If a discrete random variable X follows uniform distribution and assume only the values 8, 9, 11, 15, 18, 20, the value of P(|X - 14| < 5) will be:
The probability density function of a random variable X is f(x) = \(\frac{\pi}{10} sin \frac{\pi x}{5}\) ; 0 ≤ x ≤ 5. The first quartile of X is:
The mode of a geometric distribution with parameter p is: