ScholarGate
Trợ lý

So sánh phương pháp

Xem các phương pháp đã chọn cạnh nhau; những hàng khác biệt được làm nổi bật.

Chọn mẫu cụm nhiều cấp×Lấy mẫu ngẫu nhiên đơn giản×
Lĩnh vựcPhương pháp luận khảo sátPhương pháp luận khảo sát
HọProcess / pipelineProcess / pipeline
Năm ra đời1950s-1970s (cluster sampling); multilevel extension formalized 1980s-1990sEarly 20th century; systematized by Cochran 1953/1977
Người khởi xướngW. G. Cochran (cluster sampling foundations); extended into multilevel contexts by survey methodologistsWilliam Gosset, Jerzy Neyman, and formalized by William Cochran
LoạiProbability sampling designProbability sampling design
Công trình gốcCochran, W. G. (1977). Sampling Techniques (3rd ed.). Wiley. ISBN: 978-0471162407Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
Tên gọi kháchierarchical cluster sampling, nested cluster sampling, multi-stage cluster sampling, clustered multilevel samplingSRS, unrestricted random sampling, equal-probability sampling, EPSEM
Liên quan66
Tóm tắtMulti-level cluster sampling is a probability sampling design for hierarchically structured populations — such as students nested within classrooms within schools within districts. Clusters are randomly selected at each level of the hierarchy before individual units are sampled within the final-level clusters. The design mirrors the natural nesting of real-world populations and enables efficient large-scale data collection while supporting multilevel statistical analysis.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.
ScholarGateBộ dữ liệu
  1. v1
  2. 2 Nguồn tài liệu
  3. PUBLISHED
  1. v1
  2. 2 Nguồn tài liệu
  3. PUBLISHED

Đến trang tìm kiếm Tải xuống bản trình chiếu

ScholarGateSo sánh phương pháp: Multi-level Cluster Sampling · Simple random sampling. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare