Lukas' Notes

Random Sample

Dec 14, 20251 min read

probability-theory

Definition

Random Sample

A random sample is a set of independent and identically distributed random variables

X1​,X2​,…,Xn​∼iidD(⋅)

Graph View

Backlinks

  • Alpha-Test
  • Central Limit Theorem
  • Confidence Interval
  • Empirical Standard Deviation
  • Empirical Variance
  • Hypothesis Test
  • P-Value
  • Realisable PAC-Learnable Hypothesis Class
  • Sample Mean
  • Unbiased Estimator

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