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Importancia de la distribución normal

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Importancia de la distribución normal

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Explica la importancia de la distribución normal

Created by

Héctor Rivera
Héctor Rivera
Mexico

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Importancia de la distribución normalOnline version

Explica la importancia de la distribución normal

by Héctor Rivera
1

La es una herramienta fundamental en estadística . Sirve como aproximación para muchas distribuciones , y la , cuando n es grande , se acerca a la . Además , la tiende a seguir una distribución normal cuando el tamaño de la muestra es grande , lo que facilita la inferencia . Numerosas variables reales , como pesos , alturas o duraciones de servicio , presentan patrones semejantes a la curva normal , especialmente bajo condiciones de independencia y variabilidad controlada . La describe la dispersión de los datos .

2

El sostiene que , para muestras suficientemente grandes , la tiende a una normal , incluso si la población original no lo es . Esta propiedad facilita el uso de y pruebas paramétricas . Con tamaños muestrales grandes , la varianza se reduce y la estimación de la media mejora , permitiendo conclusiones más robustas sobre la población , siempre que existan y con .