ScholarGate
Асистент

Сравнение на методи

Прегледайте избраните методи един до друг; редовете с разлики са откроени.

Претеглено систематично отбиране×Стратифицирано извадково изследване×
ОбластМетодология на проучваниятаМетодология на проучванията
СемействоProcess / pipelineProcess / pipeline
Година на възникванеMid-20th century (1950s-1970s)1977
СъздателWilliam G. Cochran (systematic and weighted probability sampling theory)William G. Cochran
ТипProbability sampling techniqueProbability-based survey sampling design
Основополагащ източникCochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0-471-16240-7
Други названияsystematic sampling with weights, probability-weighted systematic sampling, systematic PPS samplingProportional Stratified Sampling, Optimal Allocation Sampling, Stratum-Based Sampling, Tabakalı Örnekleme
Свързани52
РезюмеWeighted 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.Stratified sampling is a probability sampling design in which the target population is partitioned into non-overlapping, exhaustive subgroups called strata, and independent probability samples are drawn within each stratum. Formalized by William G. Cochran in Sampling Techniques (1977), the method exploits known population structure to reduce variance and guarantee representativeness of all major subgroups, making it a cornerstone of large-scale survey research and official statistics.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 1 Източници
  3. PUBLISHED

Към търсенето Изтегляне на слайдове

ScholarGateСравнение на методи: Weighted Systematic Sampling · Stratified Sampling. Извлечено на 2026-06-17 от https://scholargate.app/bg/compare