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How does standard deviation change when we transform data?

Rule 1: If you MULTIPLY all values by a constant k → New SD = Old SD × k
Rule 2: If you ADD or SUBTRACT a constant from all values → SD stays the SAME

We're told: Original SD = 5 pounds
We need: New SD after grain removal

Statement 1: From each sack, 20% grain was removed.

If 20% is removed, each sack retains 80% (or 0.8) of its original grain.

This means every value is multiplied by 0.8.

Using Rule 1: New SD = 5 × 0.8 = 4 pounds

We get a unique value. SUFFICIENT.

Statement 2: Total grain was 200 pounds before and 160 pounds after.

This tells us:
- Average before = 200/10 = 20 pounds per sack
- Average after = 160/10 = 16 pounds per sack
- Total removed = 40 pounds

But HOW was the grain removed from each sack? We don't know!

Case 1: If 20% removed from each sack (proportional removal)
→ Each value multiplied by 0.8 → New SD = 5 × 0.8 = 4 pounds

Case 2: If 4 pounds removed from each sack (constant removal)
→ A constant subtracted from each value → New SD = 5 pounds (unchanged!)

Two different answers. NOT SUFFICIENT.

The Trap: Statement 2 gives us the totals but doesn't specify the METHOD of removal. Percentage removal changes SD; constant removal doesn't.

Answer: A
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During an experiment, some grain was removed from each of the 10 sacks. If the standard deviation of the quantity of grain in the 10 sacks before the experiment was 5 pounds, what was the standard deviation of the same after the experiment?

(1) From each sack, 20% grain was removed.
(2) The total quantity of grain in 10 sacks was 200 pounds before the experiment and 160 pounds after the experiment.
Explanation Video:

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