El análisis factorial es una técnica estadística utilizada en multivariado análisis para identificar patrones o estructuras subyacentes en un conjunto de datos. Se considera una técnica descriptiva que ayuda a resumir y comprender las relaciones complejas entre variables observadas.
Category : Multivariate Analysis | Sub Category : Factor Analysis Posted on 2023-07-07 21:24:53
El análisis factorial es una técnica estadística utilizada en multivariado análisis para identificar patrones o estructuras subyacentes en un conjunto de datos. Se considera una técnica descriptiva que ayuda a resumir y comprender las relaciones complejas entre variables observadas.
En el análisis factorial, se busca simplificar la información contenida en varias variables observadas al identificar un conjunto más pequeño de variables no observadas llamadas factores. Estos factores explican la mayor parte de la variabilidad en los datos y permiten entender las relaciones entre las variables originales de una manera más clara y concisa.
La técnica de análisis factorial es ampliamente utilizada en campos como la psicología, la sociología, la economía y la investigación de mercados, entre otros. Ayuda a identificar dimensiones latentes que pueden influir en el comportamiento o las percepciones de las personas, lo que a su vez puede ser útil para la toma de decisiones y la formulación de estrategias.
En resumen, el análisis factorial es una herramienta valiosa en el análisis de datos multivariados que puede proporcionar información significativa y ayudar a simplificar la complejidad de los datos para su posterior interpretación.
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