Which of the Following Is Not True of Pseudo-Random Numbers

question 21

Multiple Choice

Which of the following is not true of pseudo-random numbers?

• A) They exhibit the characteristics of true random numbers.
• B) They are generated using a mathematical function.
• C) They are stored in a computer file.
• D) An identical sequence can be replicated with the same seed value.

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Definitions:

Durbin-Watson D Statistic

Utilized in analyzing the extent of autocorrelation in the residuals from regression models, specifically focusing on serial correlation.

Normality

The condition of conforming to a normal distribution, characterized by data that plots as a bell-shaped curve.

Durbin-Watson Statistic

A measure used in statistics to detect the presence of autocorrelation at lag 1 in the residuals from a regression analysis.

Residual

The difference between an observed value and the estimated value in a regression analysis.