Probability and Statistics
From Exampleproblems
Solutions Manual for "Statistical Inference by Berger and Casella"
solution Five cards are randomly dealt from a standard deck of cards. Find the probability of obtaining one pair.
solution Five cards are randomly dealt from a standard deck of cards. Find the probability of obtaining two pairs.
solution Five cards are randomly dealt from a standard deck of cards. Find the probability of obtaining three of a kind.
solution Five cards are randomly dealt from a standard deck of cards. Find the probability of obtaining a straight (but not a straight flush).
solution Five cards are randomly dealt from a standard deck of cards. Find the probability of obtaining a flush (but not a straight flush).
solution Five cards are randomly dealt from a standard deck of cards. Find the probability of obtaining a full house.
solution Five cards are randomly dealt from a standard deck of cards. Find the probability of obtaining four of a kind.
solution Five cards are randomly dealt from a standard deck of cards. Find the probability of obtaining a straight flush (but not a royal flush).
solution Five cards are randomly dealt from a standard deck of cards. Find the probability of obtaining a royal flush.
solution In Morse code, dots and dashes are sent in the ratio 3:4, but transmission errors cause a dot to be come a dash with probability 1/4 while a dash is incorrectly read as a dot with probability 1/6. Assuming any two signals are independent of each other, find the probability distribution of the message actually sent when a "dash-dot-dot" is received.
proof Let
be the number of events per unit time, so that X˜Poisson(λ). Prove that
, the time between successive events, has an exponential distribution with rate parameter
.
proof Let X˜N(μ,σ2) be a normal random variable. Derive
, the cdf of
, in terms of the error function from calculus,
.
solution A continuous random variable
has a pdf of the form
where c is a constant. Find the value of c and the cdf of
.
solution Let us have an array of N numbered elements, p.e.,
. Let the array be randomly reordenated. Find the probability of finding none of the elements in its original position when
.
Wind Prediction for "Wind Prediction and Monte Carlo Simulation"
solution Calculate the joint probability distribution
