Sampling Methods
Gujarat Board · Class 11 · Statistics
Quick revision notes for Sampling Methods — Gujarat Board Class 11 Statistics. Key concepts, formulas, and definitions for last-minute revision.
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Key Topics to Revise
Population and Sample - Basic Concepts
- Population is the complete set of all units or items under study
- Sample is a subset of units selected from the population based on definite criteria
- Sample with replacement: Each selected unit is returned to population before next selection
Need for Sampling and Characteristics of Ideal Sample
- Sampling is needed when population size is very large
- Required when units are spread over wide geographical area
- Essential when inspection is destructive in nature
Simple Random Sampling
- Each unit has equal chance of selection
- Units are selected independent of each other
- Population treated as single composite unit
Stratified Random Sampling
- Used for heterogeneous populations
- Population divided into homogeneous strata
- Random sample drawn from each stratum independently
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