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identify the range of \\(r\\)-values that satisfies each given property…

Question

identify the range of \\(r\\)-values that satisfies each given property.

enter your answers in the boxes.

a correlation coefficient weaker than \\(-0.648\\): \\(\quad < r < \quad\\)

a positive correlation coefficient stronger than \\(0.791\\): \\(\quad < r \le \quad\\)

Explanation:

Response

<pre_analysis>
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"quality": "clear",
"question_count": 2,
"skills_matched": [
"step_cot",
"blank_filling_formatter",
"explain_then_answer",
"quick"
],
"needs_drawing": false,
"concepts_used": [],
"new_concepts": [
"Correlation Coefficient Range",
"Correlation Strength"
],
"current_concepts": [
"Correlation Coefficient Range",
"Correlation Strength",
"Linear Correlation"
]
}
</pre_analysis>

<reasoning>

Define correlation coefficient bounds

The correlation coefficient \(r\) must satisfy:
\[
-1 \le r \le 1
\]

Determine range for weaker negative correlation

A negative correlation is weaker than \(-0.648\) when its absolute value is smaller, meaning it is closer to \(0\):
\[
-0.648 < r < 0
\]

Determine range for stronger positive correlation

A positive correlation is stronger than \(0.791\) when it is closer to \(1\), up to the maximum possible value of \(1\):
\[
0.791 < r \le 1
\]
</reasoning>

<answer>

Question 1

A correlation coefficient weaker than \(-0.648\): <blank>\(-0.648\)</blank> \(< r <\) <blank>\(0\)</blank>

Question 2

A positive correlation coefficient stronger than \(0.791\): <blank>\(0.791\)</blank> \(< r \le\) <blank>\(1\)</blank>
</answer>

<post_analysis>
{
"subject": "Mathematics",
"question_type": "Fill-in-the-blank",
"knowledge_point": [
"Mathematics",
"Statistics",
"Correlation Coefficient"
]
}
</post_analysis>

Answer:

<pre_analysis>
{
"quality": "clear",
"question_count": 2,
"skills_matched": [
"step_cot",
"blank_filling_formatter",
"explain_then_answer",
"quick"
],
"needs_drawing": false,
"concepts_used": [],
"new_concepts": [
"Correlation Coefficient Range",
"Correlation Strength"
],
"current_concepts": [
"Correlation Coefficient Range",
"Correlation Strength",
"Linear Correlation"
]
}
</pre_analysis>

<reasoning>

Define correlation coefficient bounds

The correlation coefficient \(r\) must satisfy:
\[
-1 \le r \le 1
\]

Determine range for weaker negative correlation

A negative correlation is weaker than \(-0.648\) when its absolute value is smaller, meaning it is closer to \(0\):
\[
-0.648 < r < 0
\]

Determine range for stronger positive correlation

A positive correlation is stronger than \(0.791\) when it is closer to \(1\), up to the maximum possible value of \(1\):
\[
0.791 < r \le 1
\]
</reasoning>

<answer>

Question 1

A correlation coefficient weaker than \(-0.648\): <blank>\(-0.648\)</blank> \(< r <\) <blank>\(0\)</blank>

Question 2

A positive correlation coefficient stronger than \(0.791\): <blank>\(0.791\)</blank> \(< r \le\) <blank>\(1\)</blank>
</answer>

<post_analysis>
{
"subject": "Mathematics",
"question_type": "Fill-in-the-blank",
"knowledge_point": [
"Mathematics",
"Statistics",
"Correlation Coefficient"
]
}
</post_analysis>