Properties of a Random Sample

Key Definitions:

independent and identically distributed random variables (i.i.d.)

sampling from an infinite population, sampling from a finite population (with replacement, without replacement)

sampling distribution (the distribution of a statistic)

order statistics #Def. 5.4.1 p.226

weak law of large numbers (WLLN) #Theorem 5.5.2 p.232

strong law of large numbers #Theorem 5.5.2 p.235

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