ScholarGate
Pembantu

Bandingkan kaedah

Semak kaedah pilihan anda secara bersebelahan; baris yang berbeza akan diserlahkan.

Ujian Pangkat Bertanda Wilcoxon Robust×Ujian-t Sampel Berpasangan×
BidangStatistikStatistik
KeluargaHypothesis testHypothesis test
Tahun asal1945 (original); robust extensions 1990s–2000s1908
PengasasFrank Wilcoxon (original); Rand R. Wilcox (robust extensions)Student (W. S. Gosset)
JenisRobust nonparametric paired difference testParametric mean comparison
Sumber perintisWilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838Student (1908). The probable error of a mean. Biometrika, 6(1), 1–25. DOI ↗
Aliasrobust signed-rank test, robust nonparametric paired test, outlier-resistant Wilcoxon test, robust WSR testdependent t-test, matched pairs t-test, repeated measures t-test, within-subjects t-test
Berkaitan53
RingkasanThe robust Wilcoxon signed-rank test extends the classical Wilcoxon signed-rank test by incorporating outlier-resistant location measures or robust preprocessing steps, improving inference on paired data when extreme observations or heavy-tailed distributions threaten validity of standard rank-based conclusions.The paired samples t-test is a parametric hypothesis test that compares the means of two related measurements from the same subjects or matched pairs to determine whether the average difference is significantly different from zero. It leverages the dependency between observations to produce a more powerful test than its independent-samples counterpart.
ScholarGateSet data
  1. v1
  2. 2 Sumber
  3. PUBLISHED
  1. v1
  2. 2 Sumber
  3. PUBLISHED

Pergi ke carian Muat turun slaid

ScholarGateBandingkan kaedah: Robust Wilcoxon signed-rank test · Paired samples t-test. Dicapai 2026-06-19 daripada https://scholargate.app/ms/compare