QUESTION IMAGE
Question
the following table shows the results of a coffee taste test given at a local grocery store.
a) if one of these individuals is selected at random, find the probability that they prefer brand a coffee.
b) if one of these individuals is selected at random, find the probability that they prefer brand a coffee, given that a woman is selected.
a) the probability that they prefer brand a coffee is .
(round to four decimal places as needed.)
b) the probability that they prefer brand a coffee, given that a woman is selected, is .
(round to four decimal places as needed.)
<pre_analysis>
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</pre_analysis>
<reasoning>
Calculate probability of preferring Brand A
Using the Theoretical Probability knowledge point
\[
P(\text{Brand A}) = \frac{\text{Total preferring Brand A}}{\text{Total individuals}} = \frac{864}{2481} \approx 0.34824667
\]
Rounding to four decimal places:
\[
P(\text{Brand A}) \approx 0.3482
\]
Calculate conditional probability given a woman
Using the Conditional Probability knowledge point
\[
P(\text{Brand A} \mid \text{Woman}) = \frac{\text{Women preferring Brand A}}{\text{Total women}} = \frac{321}{980} \approx 0.32755102
\]
Rounding to four decimal places:
\[
P(\text{Brand A} \mid \text{Woman}) \approx 0.3276
\]
</reasoning>
<answer>
Question a
The probability that they prefer brand A coffee is <blank>0.3482</blank>.
Question b
The probability that they prefer Brand A coffee, given that a woman is selected, is <blank>0.3276</blank>.
</answer>
<post_analysis>
{
"subject": "Mathematics",
"question_type": "Fill-in-the-blank",
"knowledge_point": [
"Mathematics",
"Statistics",
"Conditional Probability"
]
}
</post_analysis>
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<pre_analysis>
{
"quality": "clear",
"question_count": 2,
"skills_matched": [
"step_cot",
"explain_then_answer",
"tutor"
],
"needs_drawing": false,
"concepts_used": [
"Theoretical Probability",
"Conditional Probability"
],
"new_concepts": [],
"current_concepts": [
"Theoretical Probability",
"Conditional Probability"
]
}
</pre_analysis>
<reasoning>
Calculate probability of preferring Brand A
Using the Theoretical Probability knowledge point
\[
P(\text{Brand A}) = \frac{\text{Total preferring Brand A}}{\text{Total individuals}} = \frac{864}{2481} \approx 0.34824667
\]
Rounding to four decimal places:
\[
P(\text{Brand A}) \approx 0.3482
\]
Calculate conditional probability given a woman
Using the Conditional Probability knowledge point
\[
P(\text{Brand A} \mid \text{Woman}) = \frac{\text{Women preferring Brand A}}{\text{Total women}} = \frac{321}{980} \approx 0.32755102
\]
Rounding to four decimal places:
\[
P(\text{Brand A} \mid \text{Woman}) \approx 0.3276
\]
</reasoning>
<answer>
Question a
The probability that they prefer brand A coffee is <blank>0.3482</blank>.
Question b
The probability that they prefer Brand A coffee, given that a woman is selected, is <blank>0.3276</blank>.
</answer>
<post_analysis>
{
"subject": "Mathematics",
"question_type": "Fill-in-the-blank",
"knowledge_point": [
"Mathematics",
"Statistics",
"Conditional Probability"
]
}
</post_analysis>