Random sampling method, Applied Statistics

Assignment Help:

Random Sampling Method

In this method the units are selected in such a way that every item in the whole universe has an equal chance of being included. In the words of croxton  and Cowden. Sampling   is said to be random if each possible sample had the same probability of being drawn. Simpson Kafka said, A random sample is a sample is  a where each item in the universe has an equal or known opportunity of being selected.

Thu s if the size of sample is n from a finite universe of size N. The there are possible sample .A sampling technique in which each of the sample has an equal chance of being selected is known as random sample.

Method of Random Sampling: To ensure randomness of selection one may adopt either of the following methods;

(1)   Lottery Method: Under this method all items of the population are numbered on separate  slips of paper of identical size and shape .There slips are folded and mixed up in a drum .A blind fold selection is then made of the required number of sample size, the method is common in lottery draws where a decision for the prizes is to be made.

(2)   By Rotating Drum or Machine: In  this method a machine or a drum is used, In this machine  there are some discs on which  numbers from 0 to9 are graved, The number of discs will depend upon the units  of the population. If the total numbers in the universe is up to 999   three discs are required. If the number is from 1000 to9999 four discs will be needed. For every disc there is an index sing marked on it which identifies thedigit. all the discs are rotated and left. Wherever the discs are stopped the numbers are noted. In this manner desired units are selected.

(3)   By Random  Numbers :The random numbers are usually obtained by some mechanism which, when  repeated a large numbers  of items, ensures equal frequencies for the numbers from 0 to9 and also proper frequencies for various combinations  such as 00, 01,99,000,001,999, etc. That may be expected in a random sequence of digits 0 to 9.


Related Discussions:- Random sampling method

Association of attributes, In an examination 600 candidates appeared, boys ...

In an examination 600 candidates appeared, boys outnumbered girls by 16% of all candidates. number of passed candidates exceeded the number of failed candidates by 310. Boys failin

Atmospheric circulation and precipitation, (a) Elevation (m)...

(a) Elevation (m) 0 400 800 1200 1600 2000 2400 2800 3200 4000 480

Determine that the events are mutually exclusive or not, In a study of outc...

In a study of outcomes for patients who had been in the Intensive care Unit (ICU) at a large hospital, the records from last 150 patients who had been in the ICU for more than one

Data reduction, The PCA is amongst the oldest of the multivariate statistic...

The PCA is amongst the oldest of the multivariate statistical methods of data reduction. It is a technique for simplifying a dataset, by reducing multidimensional datasets to lower

Significance of correlation, Significance of Correlation The study of c...

Significance of Correlation The study of correlation is of immense use in practical life. Correlation analysis contributes to the understanding of economic behavior, aids in lo

Regression, why we use dummy variable

why we use dummy variable

Calculate the damping ratio for each system, (i) Plot the step responses of...

(i) Plot the step responses of the following second order systems and state the nature of each system. For each case, find the poles and plot the location of the poles in the compl

BIVARIATE FREQUENCY , MARKS IN LAW :10 11 10 11 11 14 12 12 13 10 MARKS IN ...

MARKS IN LAW :10 11 10 11 11 14 12 12 13 10 MARKS IN STATISTICS :20 21 22 21 23 23 22 21 24 23 MARKS IN LAW:13 12 11 12 10 14 14 12 13 10 MARKS IN STATISTICS:24 23 22 23 22 22 24 2

Sequential sampling, Sequential Sampling Under this method, a number of...

Sequential Sampling Under this method, a number of sample lots are drawn one after another from a universe depending on the results of the earlier samples. Such sampling is gen

Cluster analysis, Cluster Analysis could be also represented more formally ...

Cluster Analysis could be also represented more formally as optimization procedure, which tries to minimize the Residual Sum of Squares objective function: where μ(ωk) - is a centr

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd