[HTML][HTML] Causal inference

K Kuang, L Li, Z Geng, L Xu, K Zhang, B Liao, H Huang… - Engineering, 2020 - Elsevier
Causal inference is a powerful modeling tool for explanatory analysis, which might enable
current machine learning to become explainable. How to marry causal inference with …

[图书][B] Modality and explanatory reasoning

B Kment - 2014 - books.google.com
Since the ground-breaking work of Saul Kripke, David Lewis, and others in the 1960s and
70s, one dominant interest of analytic philosophers has been in modal truths, which …

[图书][B] Research design in political science

D Toshkov - 2016 - books.google.com
This is a comprehensive introduction to research design for university students at all levels
across the whole range of political science, including international relations and public …

[图书][B] Causality: Philosophical theory meets scientific practice

P Illari, F Russo - 2014 - books.google.com
Head hits cause brain damage-but not always. Should we ban sport to protect athletes?
Exposure to electromagnetic fields is strongly associated with cancer development-does that …

The power of possibility: Causal learning, counterfactual reasoning, and pretend play

D Buchsbaum, S Bridgers… - … of the Royal …, 2012 - royalsocietypublishing.org
We argue for a theoretical link between the development of an extended period of immaturity
in human evolution and the emergence of powerful and wide-ranging causal learning …

Pretense, counterfactuals, and Bayesian causal models: Why what is not real really matters

DS Weisberg, A Gopnik - Cognitive science, 2013 - Wiley Online Library
Young children spend a large portion of their time pretending about non‐real situations.
Why? We answer this question by using the framework of Bayesian causal models to argue …

Counterfactual reasoning: Sharpening conceptual distinctions in developmental studies

E Rafetseder, J Perner - Child development perspectives, 2014 - Wiley Online Library
Counterfactual reasoning (CFR)—mentally representing what the world would be like now if
things had been different in the past—is an important aspect of human cognition and the …

A counterfactual simulation model of causal judgments for physical events.

T Gerstenberg, ND Goodman, DA Lagnado… - Psychological …, 2021 - psycnet.apa.org
How do people make causal judgments about physical events? We introduce the
counterfactual simulation model (CSM) which predicts causal judgments in physical settings …

Thinking about possibilities: mechanisms, ontogeny, functions and phylogeny

J Redshaw, PA Ganea - Philosophical Transactions of …, 2022 - royalsocietypublishing.org
Humans possess the remarkable capacity to imagine possible worlds and to demarcate
possibilities and impossibilities in reasoning. We can think about what might happen in the …

Causal learning, counterfactual reasoning and pretend play: A cross-cultural comparison of Peruvian, mixed-and low-socioeconomic status US children

A Wente, A Gopnik… - … of the Royal …, 2022 - royalsocietypublishing.org
Pretend play universally emerges during early childhood and may support the development
of causal inference and counterfactual reasoning. However, the amount of time spent …