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Systematic Sampling: Our Experts Make Easy Learning
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What is a1-in-k systematic sample?
In one sentence, the method of selection of items from a given data is systematic sampling. The statistical formula of this selection process is k = N/n.It is done by selecting members from a large populationfollowing a very systematic strategy.
In the1-in-k system, any first element of k series is selected randomly, andthen, every k th element is chosenstarting from that random selection.
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Two techniques of sample selection:
Mainly two procedures are used to do the selection from the sample:
- Systematic Sampling Method –
Where a very methodical procedure is followed.
- Random Sampling Method–
Where theselectionis done through random picks.
Advantages:-
Systematic sampling methodhas some advantages.
Few points listed below:-
- Unlike the random choose, this process has a systematic approach towards selection.
- Statisticians have much control over the selection process.
- Systematic sampling is useful for research work that has a rigid framework.
- This is a simple method easy to understand, execute.
- Here, the interval between the selected elements is common.
Disadvantages:-
- The heterogeneous population is a problem towards sampling.
- If in case the interval count coincidentally matches any unknown common feature, then the odd ones are left
- In this method, the size of the whole sample should be known to the researcher. Or else he won’t be able to do a systematic selection.
- There is a chance that data can get manipulated.
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