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Among 40 day pupils and 20 boarders, 10 and 12 respectively use the library. Given library use, find P(boarder).

Read the idea, work independently, then explain what changed.

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高三選擇性必修 第三册(A版).pdf · 7.1 · PDF 49 / printed page 44

TOPIC 01

Conditions, partitions and posterior probability

Identify the conditioning group, verify partitions, and update priors with observed evidence.

What you will be able to explain

  • Identify the conditioning group, verify partitions, and update priors with observed evidence.
  • Distinguish reverse conditionals, disjointness and independence.

Try it. Leave your reasoning visible.

Use one hint at a time. A correction explains what changed, not just the final answer.

Examples 1–3: study a full demonstration; finish a solution from its first step; then choose a method independently before opening the solution. The remaining exercises may continue after class.

01 / Standard#Your turn

Among 40 day pupils and 20 boarders, 10 and 12 respectively use the library. Given library use, find P(boarder).

n(D)=40; n(B)=20; n(L∩D)=10; n(L∩B)=12n(D)=40;\ n(B)=20;\ n(L\cap D)=10;\ n(L\cap B)=12
  • Select uniformly among the named people; the conditioning group is nonempty.
Skills and prerequisite lessons

Scope: JM01 / JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Keep only the library column of the two-way table.
Hint 2
Start from this intermediate relation.
n(L)=10+12=22n(L)=10+12=22
Worked solution
  1. Keep only the library column of the two-way table.

  2. Establish and simplify this mathematical relation.

    n(L)=10+12=22n(L)=10+12=22
  3. Establish and simplify this mathematical relation.

    P(B∣L)=12/22=6/11P(B|L)=12/22=6/11
  4. The conditioning group has 22 students, not all 60.

The requested value is 0.5454545454545454.

Checks and common pitfalls: The conditioning group has 22 students, not all 60.

Think first. Reveal a hint when the class is ready.

Focus on one question

Teacher preparation and assessment

40-minute lesson

MinutesFocusTeaching and student action
5PredictPredict whether a 90% flagging rate guarantees a 90% defective probability.
8Build the ideaSample response: among 100 units, 9 defective and 9 good units are flagged; posterior is one half.
10Guided comparisonSample response: music is given, so 5/12 rather than 5/30.
12Independent practice and discussionStudents annotate denominators and compare two-draw versus one-draw evidence.
5Exit and next stepExit: state the given event, its positive probability and the disjoint contributions.

Question sequence

  • Predict whether a 90% flagging rate guarantees a 90% defective probability.
  • Sample response: music is given, so 5/12 rather than 5/30.

Board development

  • Change the denominator
    P(A∣B)=P(A∩B)/P(B)P(A|B)=P(A\cap B)/P(B)

Expected correct and incorrect responses

  • Correct sample: 0.4
  • Anticipated wrong response: 0.16 — Retains the whole population after conditioning on a subgroup.
  • Anticipated wrong response: Yes: disjoint means independent. — Equates disjointness with independence.
  • Using the whole-population denominator after conditioning.
  • Equating likelihood with posterior probability.

Follow-up questions

  • Follow-up: Restrict to the cycling group. Then explain why 0.16 fails.
  • Follow-up: Compare intersection and product. Then explain why Yes: disjoint means independent. fails.
  • Find a prior giving a half posterior and explain the zero-flag-probability boundary.

Remediation

  • Sample response: among 100 units, 9 defective and 9 good units are flagged; posterior is one half.
  • Return to the first example, identify the missing condition, then solve one fresh task without viewing its solution.

Exit check

  • Exit: state the given event, its positive probability and the disjoint contributions.

Assessment checklist and sample responses

  • Representation and conditions
    Given music, the eligible group has 12, so probability is 5/12.
  • Connected mathematical reasoning
    The defective joint contribution is 0.09 and all flags total 0.18, so posterior is 1/2.
  • Interpretation and boundary check
    If all flag contributions vanish, P(flag)=0 and the elementary posterior is undefined.

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