Métodos de regresión no paramétrica
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Métodos de regresión no paramétrica

Javier Olaya Ochoa

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  1. 130 pages
  2. Spanish
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Métodos de regresión no paramétrica

Javier Olaya Ochoa

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About This Book

La esencia del texto está en intentar comunicar de la manera más amigable posible, sin perder rigurosidad, un conjunto de técnicas que amplían las ideas generales del análisis de regresión. En cuanto a la rigurosidad, los lectores deben estar preparados en ideas básicas de cálculo, álgebra lineal, inferencia estadística paramétrica y no paramétrica y modelos lineales. Este texto se concentra en el problema de la regresión no paramétrica vista desde diferentes ángulos. El lector encontrará aquí un resumen de los métodos de regresión no paramétrica que se usan con mayor frecuencia, incluyendo la regresión kernel, la suavización spline y la regresión lineal local, siguiendo todos a una introducción a los estimadores de series que presenta las ideas centrales de los métodos.

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