[HTML][HTML] Causation and manipulability

J Woodward - 2001 - plato.stanford.edu
Manipulability theories of causation, according to which causes are to be regarded as
handles or devices for manipulating effects, have considerable intuitive appeal and are …

Explaining explanations in AI

B Mittelstadt, C Russell, S Wachter - Proceedings of the conference on …, 2019 - dl.acm.org
Recent work on interpretability in machine learning and AI has focused on the building of
simplified models that approximate the true criteria used to make decisions. These models …

[图书][B] Causality

J Pearl - 2009 - books.google.com
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 …

[图书][B] Making sense of life: Explaining biological development with models, metaphors, and machines

EF Keller - 2002 - books.google.com
What do biologists want? If, unlike their counterparts in physics, biologists are generally
wary of a grand, overarching theory, at what kinds of explanation do biologists aim? How will …

[图书][B] Laws in nature

S Mumford - 2004 - taylorfrancis.com
Mumford outlines a major new theory of natural laws. His book begins with the question of
whether there are any genuinely law-like phenomena in nature. The discussion addresses …

Rethinking the “gap”: Self‐directed learning in cognitive development and scientific reasoning

E Lapidow, CM Walker - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
To improve upon their current knowledge, learners must be able to generate informative
data and accurately evaluate this evidence. However, there is substantial disagreement …

[图书][B] Causation and explanation

S Psillos - 2014 - taylorfrancis.com
What is the nature of causation? How is causation linked with explanation? And can there
be an adequate theory of explanation? These questions and many others are addressed in …

[图书][B] Philosophy of experimental biology

M Weber - 2004 - books.google.com
Philosophy of Experimental Biology explores some central philosophical issues concerning
scientific research in experimental biology, including genetics, biochemistry, molecular …

Independence, invariance and the causal Markov condition

DM Hausman, J Woodward - The British journal for the …, 1999 - journals.uchicago.edu
This essay explains what the Causal Markov Condition says and defends the condition from
the many criticisms that have been launched against it. Although we are skeptical about …

[图书][B] Error in economics: towards a more evidence–based methodology

J Reiss - 2016 - api.taylorfrancis.com
What is the correct concept behind measures of inflation? Does money cause business
activity or is it the other way around? Shall we stimulate growth by raising aggregate …