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A. Juriˇ<strong>si</strong>ć in V. Batagelj: Verjetnostni račun in statistika 319 ✬ Denimo, da se spremenljivka X na populaciji porazdeljuje normalno N(µ, σ). Na vsakem vzorcu (s ponavljanjem) izračunamo vzorčno aritmetično sredino X. Dokazati se da, da je porazdelitev vzorčnih aritmetičnih sredin normalna, kjer je • matematično upanje vzorčnih aritmetičnih sredin enako aritmetični sredini spremenljivke na populaciji ✫ E(X) = µ, • standardni odklon vzorčnih aritmetičnih sredin SE(X) = σ √ n . Univerza v Ljubljani ▲ ❙ ▲ ▲ ● ❙ ▲ ▲ ☛ ✖ ▲ ✩ ✪
A. Juriˇ<strong>si</strong>ć in V. Batagelj: Verjetnostni račun in statistika 320 ✬ Če tvorimo vzorce iz končne populacije brez vračanja, je standardni odklon vzorčnih aritmetičnih sredin SE(X) = σ N − n √ n N − 1 . Za dovolj velike vzorce (n > 30) je porazdelitev vzorčnih aritmetičnih sredin pribliˇzno normalna, tudi če spremenljivka X ni normalno porazdeljena. Če se statistika X porazdeljuje vsaj pribliˇzno normalno s standardno napako SE(X), potem se ✫ Z = porazdeljuje standardizirano normalno. X − E(X) SE(X) Univerza v Ljubljani ▲ ❙ ▲ ▲ ● ❙ ▲ ▲ ☛ ✖ ▲ ✩ ✪
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✬ ✫ Ljubljana, 6. oktober 2008
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