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Find r when y=tx+2 and x varies.

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高三選擇性必修 第三册(A版).pdf · 8.1 · PDF 98 / printed page 93

TOPIC 01

Correlation of paired data

Interpret scatter patterns and compute a correlation from centered paired summaries.

What you will be able to explain

  • Interpret scatter patterns and compute a correlation from centered paired summaries.
  • Justify the method and check the conditions in a new situation.

Try it. Leave your reasoning visible.

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

01 / Foundation#Your turn

Find r when y=tx+2 and x varies.

t=6t=6
  • Both centered sums of squares must be positive; correlation measures linear association and does not establish causation.
Skills and prerequisite lessons

Working and explanation

BUILD THE REASONING

Hint 1
Use the paired-data summaries, preserving which observations belong together.
Hint 2
Use this intermediate relation.
Sxy=tSxx;Syy=t2SxxS_{xy}=tS_{xx};\quad S_{yy}=t^2S_{xx}
Worked solution
  1. Use the paired-data summaries, preserving which observations belong together.

  2. Apply the stated relation and retain its conditions.

    r=t/∣t∣=1r=t/|t|=1
  3. The positive slope gives perfect positive linear correlation.

The requested value is 1.

Checks and common pitfalls: The positive slope gives perfect positive linear correlation.

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

Focus on one question

Teacher preparation and assessment

Question sequence

  • Interpret scatter patterns and compute a correlation from centered paired summaries.
  • Which condition is essential in correlation of paired data?
  • Can a clear U-shaped relation have zero Pearson correlation?

Board plan

  • Defining relation: Interpret scatter patterns and compute a correlation from centered paired summaries.
    r=Sxy/SxxSyyr=S_{xy}/\sqrt{S_{xx}S_{yy}}
  • Conditions: Both centered sums of squares must be positive; correlation measures linear association and does not establish causation.

Anticipated thinking

  • Zero correlation does not rule out a nonlinear relationship.

Assessment checklist

  • 1 mark: choose the correct representation and conditions.
  • 1 mark: establish the intermediate relation.
  • 1 mark: complete a connected calculation or proof.
  • 1 mark: interpret and check the conclusion.

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Curriculum and source notes ↗