l_norm: Prints the minimum size of the sample required to get epsilon neighborhood for given value of epsilon for Normal Distribution
Description
This package helps determining the minimum sample size required to attain some pre-fixed precision level
Usage
l_norm(n, eps, mu = 0, sigma = 1)
Value
report: the data frame containing the minimum value of the sample size corresponding to the pre-fixed epsilon
Arguments
- n
a vector of proposed sample size
- eps
a vector of the precision level
- mu
the location parameter for the underlying distribution, here normal distribution(mean)
- sigma
the scale parameter for the underlying distribution, here normal distribution(standard deviation)
Details
in any distribution for a large sample the mean-squared error gradually tends to zero, the minimum number depends on the precision level i.e. the pre-fixed eplison
References
Methods for this process is described in A.M.Gun,M.K.Gupta,B.Dasgupta(2019,ISBN:81-87567-81-3).