Sample Space
Before rolling a die you do not know the result. This is an example of a random experiment or trial. In particular, a random experiment is a process by which we observe something uncertain. After the experiment, the result of the random experiment is known.
An outcome is a result of a random experiment. The set of all possible
outcomes is called the sample space, usially denoted by Ω.
In the context of a random experiment, the sample space is our universal set.
When we repeat a random experiment several times, we call each one of them a
trial. Thus, a trial is a particular performance of a random experiment.
Example:
Here are some examples of random experiments and their sample spaces:
The following codes can be used to simulate tossing a fair coin.
Random Experiment | Experimental Outcomes |
---|---|
Toss a coin | Head, Tail |
Conduct a sales call | Purchase, no purchase |
New born baby | Girl, Boy |
Roll a die | 1, 2, 3, 4, 5, 6 |
Hold a oparticular share of stock for one year | Price of stock goes up, price goes down, no change in stock price |
Observe the number of goals in a hockey match | 1, 2, 3, 4, ... |
Table cell 3 | Table cell 4 |
Example:
Consider the experiment of tossing a fair coin three times and counting the
number of heads (H) and tails (T). There are eight possible outcomes:
\[
\Omega = \left\{ HHH, \ HHT, \ HTH, \ THH, \ THT, \ TTH, \ HTT,\ TTT \right\} .
\]
So its cardinal number is |Ω| = 8.
Example:
Consider the experiment of tossing rolling two balanced dice when they are clearly idenitified as different. The outcome set consists of 36 possible pairs of numbers from [1..6]:
Let the event ω consists of all rolls with a total of 5 points. Then
(1,1) | (1,2) | (1,3) | (1,4) | (1,5) | (1,6) |
(2,1) | (2,2) | (2,3) | (2,4) | (2,5) | (2,6) |
(3,1) | (3,2) | (3,3) | (3,4) | (3,5) | (3,6) |
(4,1) | (4,2) | (4,3) | (4,4) | (4,5) | (4,6) |
(5,1) | (5,2) | (5,3) | (5,4) | (5,5) | (5,6) |
(6,1) | (6,2) | (6,3) | (6,4) | (6,5) | (6,6) |
\[
\omega = \left\{ (1,4), \ (2,3), \ (3,2), \ (4,1) \right\}
\]
and its cardinal number is |ω| = 4.
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