Książka Causal Inferences and Abductive Reasoning Chong Ho Yu

Causal Inferences and Abductive Reasoning

Between Automated Data Mining and Latent Constructs

Autor: Chong Ho Yu
Język: Angielski
Oprawa: Miękka
Wydawca: VDM Verlag
Dostępność: Dostępna u dostawcy
Wysyłamy za 14-21 dni
297.31
Almost every statistics instructor emphasizes to §their classes that a strong association does not §...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2009
strony
200
EAN
9783639132083
ISBN
3639132084
Enbook ID
06821930
Wydawca
Waga
314
Wymiary
155 x 229 x 13

Pełny opis

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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