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A Useful Tool to Reduce the Bias When Comparing the Performance

question 79

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A useful tool to reduce the bias when comparing the performance of different sized companies is to do a horizontal analysis on each one.


Definitions:

Population Variance

A measure that indicates the spread of a population's data points or how much the population's data values differ from the mean of the population.

Significance Level

The probability of rejecting the null hypothesis when it is true, often denoted by alpha, and used as a threshold to interpret the p-value in hypothesis testing.

Confidence Interval

A range of values derived from sample data that is believed to contain the true population parameter with a certain level of confidence.

P-value

A statistical measure that helps in determining the significance of the results from a test, indicating the probability of observing results at least as extreme as those seen, under the assumption that the null hypothesis is true.

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