4-2 Flashcards

1
Q

what are the 3 most used approaches for assigning probabilities

A
  1. classical Method
  2. Relative frequency Method
  3. Subjective Method
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2
Q

What are the 2 basic requirements that must be meet when assigning probabilities

A
  1. The prob assigned to each experimental outcome must be between 0 and 1 inclusively

O <= P(Ei) <= 1 for all i

  1. Sum of the prob for all experimental outcomes must equal 1.0

P(E1) + P(E2) + P(E3) …….P(En) = 1

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3
Q

When should you use the Classical Method for assigning probabilities?

A

use when: all experimental outcomes are equally likely

- 2 basic requirements are satisfied automatically

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4
Q

When should you use the Relative Frequency Method f for assigning probabilities?

A

Use when: data are available to estimate the proportion of time and the experimental outcome will occur if the experiment is repeated a large # of times.

  • 2 basic requirements are met
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5
Q

When should you use the Subjective Method for assigning probabilities?

A

Use when: we cannot realistically assume that the experimental outcomes are equally likely and when little relevant data is available
- uses the degree of belief

  • use Bayes theorem to refine your estimates
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