विधियों की तुलना करें
चुनी हुई विधियों की आमने-सामने समीक्षा करें; भिन्नता वाली पंक्तियाँ रेखांकित हैं।
| भारित व्यवस्थित प्रतिचयन (Weighted Systematic Sampling)× | सरल यादृच्छिक प्रतिचयन× | |
|---|---|---|
| क्षेत्र | सर्वेक्षण पद्धति | सर्वेक्षण पद्धति |
| परिवार | Process / pipeline | Process / pipeline |
| उद्भव वर्ष≠ | Mid-20th century (1950s-1970s) | Early 20th century; systematized by Cochran 1953/1977 |
| प्रवर्तक≠ | William G. Cochran (systematic and weighted probability sampling theory) | William Gosset, Jerzy Neyman, and formalized by William Cochran |
| प्रकार≠ | Probability sampling technique | Probability sampling design |
| मौलिक स्रोत≠ | Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407 | Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407 |
| उपनाम≠ | systematic sampling with weights, probability-weighted systematic sampling, systematic PPS sampling | SRS, unrestricted random sampling, equal-probability sampling, EPSEM |
| संबंधित≠ | 5 | 6 |
| सारांश≠ | Weighted systematic sampling selects units at equal spacing along a cumulative-weight axis rather than along a simple list index. By ordering the population and accumulating auxiliary size or importance weights before applying a fixed sampling interval, it combines the operational simplicity of systematic sampling with the efficiency gains of probability-proportional-to-size selection — giving larger or more important units a higher probability of inclusion while still visiting every part of the ordered frame. | Simple random sampling (SRS) is the foundational probability sampling method in which every unit in the population has an equal and independent chance of being selected. Because selection is governed purely by chance, SRS eliminates systematic bias, supports unbiased estimation of population parameters, and provides the statistical baseline against which all more complex probability designs are evaluated. |
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