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As per empirical rule area under the curve for z value varying from -3 to +3 is________Group of answer choices100%99.7%95%68%

Question

As per empirical rule area under the curve for z value varying from -3 to +3 is __________

Group of answer choices
100%
99.7%
95%
68%

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Solution

Break Down the Problem

  1. Identify the Empirical Rule: The empirical rule states how data is distributed in a normal distribution.
  2. Determine the Z-value range: We need to find the area under the curve for Z values from -3 to +3.

Relevant Concepts

  1. Understand the Empirical Rule: For a normal distribution:
    • Approximately 68% of the data falls within 1 standard deviation (Z = -1 to +1).
    • Approximately 95% falls within 2 standard deviations (Z = -2 to +2).
    • Approximately 99.7% falls within 3 standard deviations (Z = -3 to +3).

Analysis and Detail

  1. Applying the Empirical Rule: For Z values from -3 to +3, according to the empirical rule, we can conclude that about 99.7% of the data falls within this range.

Verify and Summarize

  1. Verification through Normal Distribution Tables: Normal distribution tables confirm that the area under the curve for Z values from -3 to +3 corresponds to 99.7%.

Final Answer

The area under the curve for Z values varying from -3 to +3 is 99.7%.

This problem has been solved

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