Feb 2, stats rec

Introduction

  • Discussion of a committee selection problem.
  • Total number of players and specific preferences for selection.

Committee Size and Selection

  • Total players: 30
  • Selected committee size: 10
  • Specific interest: Select all 5 friends in the committee.
  • Concept of combinations introduced.
  • Emphasis on notation when writing combinations.
    • Avoid placing a bar, as it indicates division rather than a combination.
    • Correct notation: choose combinations directly, such as C(n,r)C(n, r) where n is total and r is selected.

Combination Calculation

  • Example: Selecting 5 from 30 players.
  • Remaining players: 25 (therefore combinations can be represented as C(25,5)C(25, 5)).
  • Guide to calculate on a calculator:
    • Input: 25, then choose combination function (often Shift + Combination button), and enter 5.
  • Results: 30045015 for this combination.

Quiz Scenario

  • Scenario: A quiz with 3 questions (each can be correct or incorrect).
  • Correct/Incorrect choices represented as branches in decision tree.
  • Assumption: Each question’s outcome is independent.
  • Total outcomes computed as: 23=82^3 = 8 (as each question has 2 outcomes).

Correct Answers Calculation

  • Calculation for getting all three questions correct: solution to determine probabilities.
    • Denote as combination of getting correct ones (CCC).
    • Evaluation based on probability of correctness for each answer which is assumed to be equal (e.g., 1 correct out of 4 possible choices, hence P(correct)=14P(correct) = \frac{1}{4}).

Probability Formula Utilization

  • Assuming independent questions, apply probability rules.
  • Example for calculation:
    • For the case of 2 correct out of 3, use combinations to represent various orders.
    • Apply the formula: P(X=k)=C(n,k)∗pk∗(1−p)n−kP(X=k) = C(n, k) * p^{k} * (1-p)^{n-k} where:
    • n = total questions,
    • k = successful outcomes,
    • p = probability of success.
  • Shift back to binomial distribution for analyzing outcomes.

Additional Questions

  • Measure likelihood of exactly two questions correctly answered using the combination theory.
  • As previously mentioned, apply combinations to ascertain the total arrangements/possibilities.

Other Key Probabilities

  • Identification of likelihood when no questions are answered correctly.
  • Understand the complexity of having combinations for achieving outcomes out of the total it provides for pure guessing scenarios.
  • Final calculations and approaches reveal connections with the concept of random variables (X).
    • Outline what A values represent for each respective question attempt.

Conclusion and Departure Points for Further Inquiry

  • Introduced the Birthday Paradox (expectancy that in a room of n people, how likely is it that two people share the same birthday).
  • Invitation to explore this paradox using tools like tablets or calculators to engage in practical demonstrations.