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

Central tendency, Definition of Central Tendency The central tendency o...

Definition of Central Tendency The central tendency of a variable means a typical value around which other values tend to concentrate which can be measured. Such concentration

X-bar charts, First we look at these charts assuming that we know both the ...

First we look at these charts assuming that we know both the mean and the standard deviation of the process, that is  μ and  σ . These values represent the acceptable values (bench

Flow chart for confidence interval, Flow Chart for Confidence Interval ...

Flow Chart for Confidence Interval We can now prepare a flow chart for estimating a confidence interval for μ, the population parameter. Figure

Coefficient of variation, Coefficient of Variation or C.V. To compare t...

Coefficient of Variation or C.V. To compare the variability between or more series, coeffiecnt of variation is used, it is relative measure of dispersion, it innovated and used

Properties of standard deviation, PROPERTIES   1. The value of stand...

PROPERTIES   1. The value of standard deviation remains the same if, in a series each of the observation is increased or decreased by a constant quantity. In statistical lan

Case # 2 , Case Problem: A Bipartisan Agenda for Change In a study conducte...

Case Problem: A Bipartisan Agenda for Change In a study conducted by Zogby International, more than 700 New Yorkers were polled to determine whether the New York state government w

Confidence interval for a proportion, The quick method for a confidence int...

The quick method for a confidence interval for a proportion uses as an approximation for a 95% confidence interval.  The margin of error in this case is slightly larger tha

Standard deviation and variance, Explanation of standard deviation and vari...

Explanation of standard deviation and variance Describe the importance of standard deviation and variance, what they calculate and why they are required. Importance of char

Large sample test for proportion, Large Sample Test for Proportion A ra...

Large Sample Test for Proportion A random sample of size n (n > 30) has a sample proportion p of members possessing a certain attribute (success). To test the hypothesis that t

Simple linear regression, We are interested in assessing the effects of tem...

We are interested in assessing the effects of temperature (low, medium, and high) and technical configuration on the amount of waste output for a manufacturing plant. Suppose that

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