Causal Inferences and Abductive Reasoning

Name: Causal Inferences and Abductive Reasoning
Brand: VDM Verlag
SKU: 9783639132083
Price: 68.7 EUR
Availability: InStock

Between Automated Data Mining and Latent Constructs

Автор: Chong Ho Yu

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Външен склад

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68.70 € 134.36 лв

Almost every statistics instructor emphasizes to §their classes that a strong association does not §...

Информация за книгата

Автор

Chong Ho Yu

Език

Английски език

Корици

Книга - С меки корици

Издадена

2009

страници

200

EAN

9783639132083

ISBN

3639132084

Enbook ID

06821930

Издател

VDM Verlag

Теглоt

314

Размери

155 x 229 x 13

Пълно описание

Almost every statistics instructor emphasizes to §their classes that a strong association does not §necessarily imply causation. How researchers could §draw causal interpretations from the results of §their studies remains a challenging yet interesting §question. First, the question concerning how §potential causal factors can be identified prior to §modeling is even more important than making causal §interpretations after the analysis. This book aims §to evaluate the claim that automated data mining §constitutes a paradigm shift in causal discovery. §The data mining approach overlooks how §conceptualization affects projection and causal §inferences. On the contrary, the abductive approach §recognizes the role of conceptualization in every §step of inquiry. A thorough inquiry with respect to §causal inferences should include abduction, §deduction, and induction. This non-technical book is §written for researchers who are interested in causal §inferences and have basic knowledge of philosophy §and quantitative methods.

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Causal Inferences and Abductive Reasoning

Between Automated Data Mining and Latent Constructs

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също