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Zorluk: OrtaOverlapping Sets, Statistics, and Data Distributions

A medical research trial evaluated 100100 patients, each of whom experienced side effect A, side effect B, or both. Exactly 6565 patients experienced side effect A, and exactly 5555 patients experienced side effect B. What was the average (arithmetic mean) duration of side effect A, in days, among all patients who experienced side effect A?

(1) The average duration of side effect A for patients who experienced ONLY side effect A was 88 days.
(2) The average duration of side effect A for patients who experienced BOTH side effects was 1212 days.

  1. A
    Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.
  2. B
    Statement (2) ALONE is sufficient, but statement (1) alone is not sufficient.
  3. BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.Cevap
  4. D
    EACH statement ALONE is sufficient.
  5. E
    Statements (1) and (2) TOGETHER are NOT sufficient.

Cevap

BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.
The correct choice indicates that both statements combined provide sufficient data while neither is sufficient on its own. Using the standard inclusion-exclusion principle for two sets, 100=65+55N(Both)100 = 65 + 55 - N(\text{Both}), giving exactly 2020 patients with both side effects and 4545 patients with only side effect A. Statement (1) provides the sum of durations for the 4545 patients (45×8=36045 \times 8 = 360), and Statement (2) provides the sum of durations for the 2020 patients (20×12=24020 \times 12 = 240). Neither statement alone gives both sums, but together they yield a total sum of 600600 days for 6565 patients, resulting in a single definitive mean of 60065\frac{600}{65} days.

Adım Adım Çözüm

1
Rephrase the question stem using overlapping sets principles.
Let N(A)=65N(A) = 65, N(B)=55N(B) = 55, and total patients N(AB)=100N(A \cup B) = 100. Using the set formula N(AB)=N(A)+N(B)N(AB)N(A \cup B) = N(A) + N(B) - N(A \cap B), we get 100=65+55N(AB)100 = 65 + 55 - N(A \cap B), so N(AB)=20N(A \cap B) = 20.
Determining the exact count of patients in the overlap region (ABA \cap B) and the exclusive region (A onlyA \text{ only}) is necessary to set up the weighted average formula.
2
Calculate the subgroup sizes for patients experiencing side effect A.
Patients with ONLY side effect A = N(A)N(AB)=6520=45N(A) - N(A \cap B) = 65 - 20 = 45. Patients with BOTH side effects = 2020. Total patients with side effect A = 6565.
The total duration of side effect A across all 6565 patients is the sum of durations from the 4545 'only A' patients and the 2020 'both' patients.
3
Evaluate Statement (1) independently.
Statement (1) states that the mean for the 4545 'only A' patients is 88 days. The total duration for this group is 45×8=36045 \times 8 = 360 days. However, the duration for the 2020 'both' patients is unknown.
Without the total duration for the overlap group, the overall mean cannot be determined. Thus, Statement (1) alone is NOT sufficient.
4
Evaluate Statement (2) independently.
Statement (2) states that the mean for the 2020 'both' patients is 1212 days. The total duration for this group is 20×12=24020 \times 12 = 240 days. However, the duration for the 4545 'only A' patients is unknown.
Without the total duration for the exclusive A group, the overall mean cannot be determined. Thus, Statement (2) alone is NOT sufficient.
5
Evaluate Statement (1) and Statement (2) together.
Combining both statements, the total duration for all 6565 patients with side effect A is 360+240=600360 + 240 = 600 days. The overall average duration is 60065=12013\frac{600}{65} = \frac{120}{13} days.
A unique numerical value is obtained for the target question, so both statements together are sufficient.

Anahtar Kavram

Combining overlapping set subgroup sizes with weighted arithmetic mean formulas to evaluate Data Sufficiency statements.
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