History and Causality

History and Causality
Author: M. Hewitson
Publisher: Springer
Total Pages: 270
Release: 2014-01-22
Genre: History
ISBN: 1137372400

This volume investigates the different attitudes of historians and other social scientists to questions of causality. It argues that historical theorists after the linguistic turn have paid surprisingly little attention to causes in spite of the centrality of causation in many contemporary works of history.

A Cultural History of Causality

A Cultural History of Causality
Author: Stephen Kern
Publisher: Princeton University Press
Total Pages: 448
Release: 2009-01-10
Genre: History
ISBN: 1400826233

This pioneering work is the first to trace how our understanding of the causes of human behavior has changed radically over the course of European and American cultural history since 1830. Focusing on the act of murder, as documented vividly by more than a hundred novels including Crime and Punishment, An American Tragedy, The Trial, and Lolita, Stephen Kern devotes each chapter of A Cultural History of Causality to examining a specific causal factor or motive for murder--ancestry, childhood, language, sexuality, emotion, mind, society, and ideology. In addition to drawing on particular novels, each chapter considers the sciences (genetics, endocrinology, physiology, neuroscience) and systems of thought (psychoanalysis, linguistics, sociology, forensic psychiatry, and existential philosophy) most germane to each causal factor or motive. Kern identifies five shifts in thinking about causality, shifts toward increasing specificity, multiplicity, complexity, probability, and uncertainty. He argues that the more researchers learned about the causes of human behavior, the more they realized how much more there was to know and how little they knew about what they thought they knew. The book closes by considering the revolutionary impact of quantum theory, which, though it influenced novelists only marginally, shattered the model of causal understanding that had dominated Western thought since the seventeenth century. Others have addressed changing ideas about causality in specific areas, but no one has tackled a broad cultural history of this concept as does Stephen Kern in this engagingly written and lucidly argued book.

Mechanism and Causality in Biology and Economics

Mechanism and Causality in Biology and Economics
Author: Hsiang-Ke Chao
Publisher: Springer Science & Business Media
Total Pages: 256
Release: 2013-07-31
Genre: Philosophy
ISBN: 9400724543

This volume addresses fundamental issues in the philosophy of science in the context of two most intriguing fields: biology and economics. Written by authorities and experts in the philosophy of biology and economics, Mechanism and Causality in Biology and Economics provides a structured study of the concepts of mechanism and causality in these disciplines and draws careful juxtapositions between philosophical apparatus and scientific practice. By exploring the issues that are most salient to the contemporary philosophies of biology and economics and by presenting comparative analyses, the book serves as a platform not only for gaining mutual understanding between scientists and philosophers of the life sciences and those of the social sciences, but also for sharing interdisciplinary research that combines both philosophical concepts in both fields. The book begins by defining the concepts of mechanism and causality in biology and economics, respectively. The second and third parts investigate philosophical perspectives of various causal and mechanistic issues in scientific practice in the two fields. These two sections include chapters on causal issues in the theory of evolution; experiments and scientific discovery; representation of causal relations and mechanism by models in economics. The concluding section presents interdisciplinary studies of various topics concerning extrapolation of life sciences and social sciences, including chapters on the philosophical investigation of conjoining biological and economic analyses with, respectively, demography, medicine and sociology.

Causality

Causality
Author: Judea Pearl
Publisher: Cambridge University Press
Total Pages: 487
Release: 2009-09-14
Genre: Computers
ISBN: 052189560X

Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. 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, artificial intelligence ...

The Book of Why

The Book of Why
Author: Judea Pearl
Publisher: Basic Books
Total Pages: 432
Release: 2018-05-15
Genre: Computers
ISBN: 0465097618

A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence "Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.

Causality, Probability, and Time

Causality, Probability, and Time
Author: Samantha Kleinberg
Publisher: Cambridge University Press
Total Pages: 269
Release: 2013
Genre: Computers
ISBN: 1107026482

Presents a new approach to causal inference and explanation, addressing both the timing and complexity of relationships.

Theories of Causality

Theories of Causality
Author: John Losee
Publisher: Transaction Publishers
Total Pages: 219
Release: 2011
Genre: Philosophy
ISBN: 141281832X

What types of entities qualify as "causes" and "effects"? What is the relationship between cause and effect? How are causal claims to be assessed? The first question deals with the structure of the world; the second is about theories that interpret the relationship of causes to effects; while the third has to do with proper procedure in science and everyday life. This volume is a wide-ranging history of answers that have been given to these three questions, and their relationship to scientific understanding. Losee presents a number of theories of causality within a historical survey that emphasies the interrelationship between these theories and developments in science. His analysis displays the strengths and weaknesses of these theories so as to contribute to our present understanding of causal relatedness. Among the positions discussed are those of Aristotle, Hume, Kant, Mill, Salmon, Lewis, and Woodward. Losee's analysis displays the strengths and weaknesses of theories that identify causal relatedness with regularity of sequence, probability increase, energy transfer, exchange of a conserved quantity, counterfactual dependence, and inferability. These theories are judged, in part, by their ability to resolve difficulties posed by instances of overdetermination, causation by omission, preventive causation, and causation by disconnection. Since applications of the theories to these instances disagree, a strategy of employing multiple concepts of causation is examined.  Theories of Causality also describes the particular difficulties for causal analysis posed by quantum mechanics. One such difficulty is the prohibition against combining a causal analysis of a quantum process with a spatio-temporal description of that process.

Quantum Causality

Quantum Causality
Author: Peter J. Riggs
Publisher: Springer Science & Business Media
Total Pages: 240
Release: 2009-06-05
Genre: Science
ISBN: 9048124034

There is no sharp dividing line between the foundations of physics and philosophy of physics. This is especially true for quantum mechanics. The debate on the interpretation of quantum mechanics has raged in both the scientific and philosophical communities since the 1920s and continues to this day. (We shall understand the unqualified term ‘quantum mechanics’ to mean the mathematical formalism, i. e. laws and rules by which empirical predictions and theoretical advances are made. ) There is a popular rendering of quantum mechanics which has been publicly endorsed by some well known physicists which says that quantum mechanics is not only 1 more weird than we imagine but is weirder than we can imagine. Although it is readily granted that quantum mechanics has produced some strange and counter-intuitive results, the case will be presented in this book that quantum mechanics is not as weird as we might have been led to believe! The prevailing theory of quantum mechanics is called Orthodox Quantum Theory (also known as the Copenhagen Interpretation). Orthodox Quantum Theory endows a special status on measurement processes by requiring an intervention of an observer or an observer’s proxy (e. g. a measuring apparatus). The placement of the observer (or proxy) is somewhat arbitrary which introduces a degree of subjectivity. Orthodox Quantum Theory only predicts probabilities for measured values of physical quantities. It is essentially an instrumental theory, i. e.

Actual Causality

Actual Causality
Author: Joseph Y. Halpern
Publisher: MIT Press
Total Pages: 240
Release: 2016-08-12
Genre: Computers
ISBN: 0262035022

Explores actual causality, and such related notions as degree of responsibility, degree of blame, and causal explanation. The goal is to arrive at a definition of causality that matches our natural language usage and is helpful, for example, to a jury deciding a legal case, a programmer looking for the line of code that cause some software to fail, or an economist trying to determine whether austerity caused a subsequent depression.