Answer :
The mentioned statement about the distance of t statistic stating that the difference between two population averages is statistically significant is true.
Statistical significance refers to analysis that the obtained data occurs by reason and logic. It confirms that stated fact won't occur by chance, which if happens, will decrease the value of hypothesis.
Statistical hypothesis testing generates p-value which is used for determination. Generally speaking, the p-value with the measure 5% or lower is assumed to be statistically significant.
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