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For pairs (−1,t),(0,0),(1,t), find Sxy.

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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 / Standard#Your turn

For pairs (−1,t),(0,0),(1,t), find Sxy.

t=9t=9
  • 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.
xˉ=0;Sxy=∑xi(yi−yˉ)\bar x=0;\quad S_{xy}=\sum x_i(y_i-\bar y)
Worked solution
  1. Use the paired-data summaries, preserving which observations belong together.

  2. Apply the stated relation and retain its conditions.

    Sxy=−1(9−18/3)+1(9−18/3)=0S_{xy}=-1(9-18/3)+1(9-18/3)=0
  3. Symmetry cancels the centered products even though the pattern is nonlinear.

The requested value is 0.

Checks and common pitfalls: Symmetry cancels the centered products even though the pattern is nonlinear.

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.

No sign-in. Work stays in this browser. Export before clearing browser data. Written reasoning is assessed with a checklist.

Curriculum and source notes ↗