Processing math: 100%

1. Experiment (실험)

- Any action or process by which observations (or measurements) are generated.

- The only way in which an investigator can elicit information about any phenomenon is to perform the experiments.

- Each experiment terminates with an outcome.

- If an experiment can be repeated under the same conditions, it is called a random experiment.

2. Sample space S (표본 공간 S

- The sample space is a set that contains all possible outcomes of a particular experiment.

  • The number of outcomes in the sample space can be finite or infinite.
  • Infinite sample space can be countable or uncountable. A sample space is countable if the elements of the sample space can be put into 1-1 correspondence with a subset of the integers.

 

3. Event (사건)

- An event of a sample space S is a subset of S (including S itself).

  • A simple event contains only one outcome. Denoted by w.
  • A compound event contains two or more outcomes.
Experiment Sample Space  Events
Tossing a coin {H,T}  : finite , {H}, {T}, {H,T}
Rolling a dice {1, 2, 3, 4, 5, 6} : finite  
Observing 
the number of accidents
at an intersection
{0, 1, 2, ...} : infinite - countable  
Observing the survival time of a patient {t : 0 < t} : infinite - uncountable  

 

 

4. Probability (Relative Frequency Approach)

- Suppose that an experiment is performed N times.

- The relative frequency for an event A is AoccursN  = fN.

- If we let N get infinitely large, P(A)=limNfNN

 

앞으로 공부할 내용의 전반적인 소개

'통계학 > 수리통계학(Mathematical Statistics)' 카테고리의 다른 글

Discrete Random Variables  (1) 2024.10.04
Random variables  (3) 2024.09.20
Conditional Probability and Independence  (1) 2024.09.16
Sigma Field  (1) 2024.09.16
Set Theory  (0) 2024.09.07

+ Recent posts