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Template:Experimental design

From WikiMD's medical encyclopedia

Design of experiments
Scientific
method
* Scientific experiment
  • Statistical design
  • Control
  • Internal and external validity
  • Experimental unit
  • Blinding
  • Optimal design: Bayesian
  • Random assignment
  • Randomization
  • Restricted randomization
  • Replication versus subsampling
  • Sample size
Treatment
and blocking
* Treatment
  • Effect size
  • Contrast
  • Interaction
  • Confounding
  • Orthogonality
  • Blocking
  • Covariate
  • Nuisance variable
Models
and inference
* Linear regression
  • Ordinary least squares
  • Bayesian
  • Random effect
  • Mixed model
  • Hierarchical model: Bayesian
  • Analysis of variance (Anova)
  • Cochran's theorem
  • Manova (multivariate)
  • Ancova (covariance)
  • Compare means
  • Multiple comparison
Designs

Completely
randomized
* Factorial
  • Fractional factorial
  • Plackett-Burman
  • Taguchi
  • Response surface methodology
  • Polynomial and rational modeling
  • Box-Behnken
  • Central composite
  • Block
  • Generalized randomized block design (GRBD)
  • Latin square
  • Graeco-Latin square
  • Orthogonal array
  • Latin hypercube
    Repeated measures design
  • Crossover study
  • Randomized controlled trial
  • Sequential analysis
  • Sequential probability ratio test
* Glossary
  • Category
  • Statistical outline
  • Statistical topics


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