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ANOVA-familien

33 metoder i denne familie.

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Aligned Rank Transform ANOVA (ART-ANOVA)The Aligned Rank Transform ANOVA (ART-ANOVA) is a nonparametric factorial hypothesis test that detects main effects and interactions in designs with two or more independent variablVariansanalyse (ANOVA)ANOVA is a parametric statistical method developed by Ronald A. Fisher in 1925 that tests whether means differ significantly across three or more independent groups. By partitioninCovariansanalyse (ANCOVA)ANCOVA is a parametric hypothesis test that compares the adjusted means of two or more independent groups while statistically controlling for one or more continuous covariates. By Benjamini-Hochberg-procedure (FDR-kontrol)The Benjamini-Hochberg (BH) procedure, introduced by Yoav Benjamini and Yosef Hochberg in 1995, controls the false discovery rate (FDR) — the expected proportion of false positivesBonferroni-korrektionThe Bonferroni correction is a conservative, universally applicable method for controlling the family-wise error rate (FWER) when conducting multiple simultaneous hypothesis tests.Conover-Iman Post-Hoc TestThe Conover-Iman test is a rank-based post-hoc procedure, introduced by Conover and Iman in 1979, that identifies which pairs of groups differ after a significant Kruskal-Wallis or

Læsesti

Dette emnes mest refererede grundlæggende metoder, i den rækkefølge de blev udviklet — et godt sted at begynde, hvis du er ny her.

  1. Variansanalyse (ANOVA)1925af Ronald A. Fisher
  2. Envejs variansanalyse1925af Ronald A. Fisher
  3. Tovejs variansanalyse (Two-Way ANOVA)1925af Ronald A. Fisher
  4. Faktorielt eksperiment1926–1935af Ronald A. Fisher
  5. Covariansanalyse (ANCOVA)1932af Ronald A. Fisher
  6. Robust One-Way ANOVA1951 (Welch); 1990s–2000s (trimmed-mean variants)af B. L. Welch; R. R. Wilcox (trimmed-mean extension)
  7. ANOVA med gentagne målinger1992af Girden (textbook treatment); Field (2013)
  8. Forklarbar BERT-baseret klassifikation2019–2020af Devlin et al. (BERT); explainability methods by Lundberg & Lee (SHAP), Ribeiro et al. (LIME), Sundararajan et al. (Integrated Gradients)
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Alle metoder 33

Aligned Rank Transform ANOVA (ART-ANOVA)Variansanalyse (ANOVA)Covariansanalyse (ANCOVA)Benjamini-Hochberg-procedure (FDR-kontrol)Bonferroni-korrektionConover-Iman Post-Hoc TestForklarbar BERT-baseret klassifikationForklarlig DBSCANForklarlige Extra TreesForklarlig Gradient BoostingForklarlig Multilayer PerceptronForklarlig RoBERTa-baseret klassifikationForklarlig Vision TransformerFaktorielt eksperimentFuzzy ANOVAHolm-korrektion (Holm-Bonferroni)Jackknife ResamplingMixed ANOVAMultivariat kausal-komparativ forskningEnvejs variansanalysePoweranalyse for ANOVAANOVA med gentagne målingerRetrospektiv kasuistikRobust ANCOVARobust ANOVA (Welch & Trimmed Mean)Robust One-Way ANOVARobust ANOVA for gentagne målingerRobust tovej ANOVAScheffé-testSiegel-Tukey Test for Scale DifferencesSplit-plot eksperimentelt designTovejs variansanalyse (Two-Way ANOVA)Welchs variansanalyse

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