An ordinary (fair) coin is tossed 3 times. Outcomes are thus triples of "heads" (h) and "tails" (1) which we write hth, ttt, etc. For each outcome, let R be the random variable counting the number of tails in each outcome. For example, if the outcome is ht, then R (hht)=1. Suppose that the random variable x is defined in terms of R as follows: x=R²- 3R- 2. The values of x are thus: Outcome hht thh ttt |htt|tth hhh ththth Value of -4-4|-2-4|-4|-2|-4-4 Explanation Chock
Continuous Probability Distributions
Probability distributions are of two types, which are continuous probability distributions and discrete probability distributions. A continuous probability distribution contains an infinite number of values. For example, if time is infinite: you could count from 0 to a trillion seconds, billion seconds, so on indefinitely. A discrete probability distribution consists of only a countable set of possible values.
Normal Distribution
Suppose we had to design a bathroom weighing scale, how would we decide what should be the range of the weighing machine? Would we take the highest recorded human weight in history and use that as the upper limit for our weighing scale? This may not be a great idea as the sensitivity of the scale would get reduced if the range is too large. At the same time, if we keep the upper limit too low, it may not be usable for a large percentage of the population!
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O RANDOM VARIABLES AND DISTRIBUTIONS
Shasia v
Discrete probability distribution: Word problems
An ordinary (fair) coin is tossed 3 times. Outcomes are thus triples of
"heads" (h) and "tails" (1) which we write hth, ttt, etc. For each outcome, let
R be the random variable counting the number of tails in each outcome.
For example, if the outcome is hht, then R (hht)= 1. Suppose that the random
variable x is defined in terms of R as follows: x=R²– 3R– 2. The values of x
are thus:
Outcome h ht thh ttt|htt|tth hhh tht hth
Value of
-4-4|-2|-4-4-2-4-4
X
Aa
Explanation
Check
mon. A Righte Reeenved
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![O RANDOM VARIABLES AND DISTRIBUTIONS
Shasia v
Discrete probability distribution: Word problems
-4
Aa
Calculate the probability distribution function of x, i.e. the function pr(x).
First, fill in the first row with the values of x. Then fill in the appropriate
probabilities in the second row.
Value x of x
Explanation
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