Asked by CHETANDEEP SINGH on Sep 29, 2024

The sample proportion The sample proportion   is a consistent estimator of the population proportion p because it is unbiased and the variance of   is p(1 − p)/ n,which grows smaller as n grows larger. is a consistent estimator of the population proportion p because it is unbiased and the variance of The sample proportion   is a consistent estimator of the population proportion p because it is unbiased and the variance of   is p(1 − p)/ n,which grows smaller as n grows larger. is p(1 − p)/ n,which grows smaller as n grows larger.

Sample Proportion

The fraction of units in a sample that possesses a particular attribute or characteristic.

Population Proportion

The ratio of individuals in a subgroup of a population to the total population, often expressed as a percentage.

Variance

A measure of the dispersion or spread of a set of data points around their mean (average) value, indicating how far the data points are from the mean.

  • Realize the pivotal influence of sample size on the exactness of estimation values.
  • Examine the definitions of consistency and unbiasedness as they relate to estimators, pointing out the dissimilarities.