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Data Science do Zero
book

Data Science do Zero

by Joel Grus
April 2016
Intermediate to advanced
336 pages
7h 21m
Portuguese (Portugal, Brazil)
Alta Books
Content preview from Data Science do Zero

CAPÍTULO 15

Regressão Múltipla

Eu não olho para um problema e coloco variáveis que não o afetam.

—Bill Parcells

Mesmo que a vice-presidente esteja impressionada com seu modelo preditivo, ela acha que você pode fazer melhor. Para isso, você colheu dados adicionais: para cada um dos seus usuários, você sabe quantas horas ele trabalha por dia e se ele tem um PhD. Você gostaria de usar esses dados adicionais para melhorar seu modelo.

Desta forma, você cria uma hipótese de um modelo linear com mais variáveis independentes:

image

Obviamente, se um usuário tem PhD não é um número, mas — como falamos no Capítulo 11 — nós podemos introduzir uma variável fictícia ...

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Publisher Resources

ISBN: 9788576089988