The statement is False since the value of sample size is always in the denominator of the sample statistics formula and if the sample size increase then the value of sample statistics will be narrower. For example, a sample mean is calculated by the sum of total observation and divided by the total number of observation, and therefore increases in sample size will decrease the sample mean.

Therefore, the statement is not correct.