Vyhledávat v databázi titulů je možné dle ISBN, ISSN, EAN, č. ČNB, OCLC či vlastního identifikátoru. Vyhledávat lze i v databázi autorů dle id autority či jména.

Projekt ObalkyKnih.cz sdružuje různé zdroje informací o knížkách do jedné, snadno použitelné webové služby. Naše databáze v tuto chvíli obsahuje 2910231 obálek a 879567 obsahů českých a zahraničních publikací. Naše API využívá většina knihoven v ČR.

Registrovat »    Zapomenuté heslo?

Causality : models, reasoning, and inference



Autor: Judea Pearl
Rok: 2009.
ISBN: 9780521895606
ISBN: 9780521773621
OKCZID: 110305233
Vydání: Second edition

Citace (dle ČSN ISO 690):
PEARL, Judea. Causality: models, reasoning, and inference. 2nd ed. Cambridge: Cambridge University Press, 2009. xix, 464 s.


Anotace

 

Written by one of the pre-eminent researchers in the field, this book provides a comprehensive exposition of modern analysis of causation. It shows how causality has grown from a nebulous concept into a mathematical theory with significant applications in the fields of statistics, artificial intelligence, philosophy, cognitive science, and the health and social sciences. Pearl presents a unified account of the probabilistic, manipulative, counterfactual and structural approaches to causation, and devises simple mathematical tools for analyzing the relationships between causal connections, statistical associations, actions and observations. The book will open the way for including causal analysis in the standard curriculum of statistics, artifical intelligence, business, epidemiology, social science and economics. Students in these areas will find natural models, simple identification procedures, and precise mathematical definitions of causal concepts that traditional texts have tended to evade or make unduly complicated. This book will be of interest to professionals and students in a wide variety of fields. Anyone who wishes to elucidate meaningful relationships from data, predict effects of actions and policies, assess explanations of reported events, or form theories of causal understanding and causal speech will find this book stimulating and invaluable.


Dostupné zdroje

Amazon


Přidat komentář a hodnocení

Od: (127.0.0...)