Causality Tests In Econometrics: Choice of Causal Variables, B. Sreenivasulu et al.
Автор: Pearl, Judea Название: Causality ISBN: 052189560X ISBN-13(EAN): 9780521895606 Издательство: Cambridge Academ Рейтинг: Цена: 9029.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Written by one of the preeminent 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, and cognitive science.
Автор: Berzuini C Название: Causality: Statistical Perspectives and Applications ISBN: 0470665564 ISBN-13(EAN): 9780470665565 Издательство: Wiley Рейтинг: Цена: 10763.00 р. Наличие на складе: Поставка под заказ.
Описание: Providing a thorough treatment on statistical causality, this resource presents a broad collection of contributions from experts in their fields. Methods and their applications are provided with theoretical background and emphasis is given to practice rather than theory, with technical content kept to a minimum.
Автор: A. Carsetti Название: Causality, Meaningful Complexity and Embodied Cognition ISBN: 9400731701 ISBN-13(EAN): 9789400731707 Издательство: Springer Рейтинг: Цена: 43184.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: With respect to the possible outlining of new models of the process of knowledge construction, we are really faced, at the moment, with the appearance of a new frontier. This title aims to recognize some of the peculiar knots of this particular conceptual revolution.
Causality has been a subject of study for a long time. Often causality is confused with correlation. Human intuition has evolved such that it has learned to identify causality through correlation. In this book, four main themes are considered and these are causality, correlation, artificial intelligence and decision making. A correlation machine is defined and built using multi-layer perceptron network, principal component analysis, Gaussian Mixture models, genetic algorithms, expectation maximization technique, simulated annealing and particle swarm optimization. Furthermore, a causal machine is defined and built using multi-layer perceptron, radial basis function, Bayesian statistics and Hybrid Monte Carlo methods. Both these machines are used to build a Granger non-linear causality model. In addition, the Neyman-Rubin, Pearl and Granger causal models are studied and are unified. The automatic relevance determination is also applied to extend Granger causality framework to the non-linear domain. The concept of rational decision making is studied, and the theory of flexibly-bounded rationality is used to extend the theory of bounded rationality within the principle of the indivisibility of rationality. The theory of the marginalization of irrationality for decision making is also introduced to deal with satisficing within irrational conditions. The methods proposed are applied in biomedical engineering, condition monitoring and for modelling interstate conflict.
Автор: B.F. McGuinness Название: Friedrich Waismann - Causality and Logical Positivism ISBN: 9400736428 ISBN-13(EAN): 9789400736429 Издательство: Springer Рейтинг: Цена: 27251.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This fresh assessment of Waismann`s contribution to philosophy sheds light on his independent contributions to the field, separate from his role as spokesman for Ludwig Wittgenstein. It collates a good deal of material that, previously, had been scattered.
Автор: Bacon Название: Ontology, Causality, and Mind ISBN: 052106841X ISBN-13(EAN): 9780521068413 Издательство: Cambridge Academ Рейтинг: Цена: 6018.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This collection of essays, all especially written for this volume, explore the many facets of Armstrong`s work, concentrating on his interests.
Автор: Ahmed Название: Evidence, Decision and Causality ISBN: 1316641546 ISBN-13(EAN): 9781316641545 Издательство: Cambridge Academ Рейтинг: Цена: 5069.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Aimed at philosophers and those with an interest in rational choice. Economic theory, quantum mechanics and voting all seem to illustrate a deep puzzle about the practical role of causality. This book advances the debate, introduces many new examples and assesses the practical relevance of the philosophical discussion.
Автор: Federica Russo Название: Causality and Causal Modelling in the Social Sciences ISBN: 9048179963 ISBN-13(EAN): 9789048179961 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This investigation into causal modelling presents the rationale of causality; i.e. what guides reasoning in causal modeling. In contrast to the dominant paradigm, it argues that causal models are governed by a variation, rather than regularity or invariance.
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