Reconstructing constructivism: causal models, Bayesian learning mechanisms, and the theory theory.

A Gopnik, HM Wellman - Psychological bulletin, 2012 - psycnet.apa.org
We propose a new version of the “theory theory” grounded in the computational framework
of probabilistic causal models and Bayesian learning. Probabilistic models allow a …

Scientific thinking in young children: Theoretical advances, empirical research, and policy implications

A Gopnik - Science, 2012 - science.org
New theoretical ideas and empirical research show that very young children's learning and
thinking are strikingly similar to much learning and thinking in science. Preschoolers test …

[ΒΙΒΛΙΟ][B] Making minds: How theory of mind develops

HM Wellman - 2014 - books.google.com
Developmental psychologists coined the term" theory of mind" to describe how we
understand our shifting mental states in daily life. Over the past twenty years researchers …

Don't blame the model: Reconsidering the network approach to psychopathology.

LF Bringmann, MI Eronen - Psychological review, 2018 - psycnet.apa.org
The network approach to psychopathology is becoming increasingly popular. The motivation
for this approach is to provide a replacement for the problematic common cause perspective …

[ΒΙΒΛΙΟ][B] Fundamentals of cognition

MW Eysenck, M Brysbaert - 2018 - api.taylorfrancis.com
Is it possible to learn something without being aware of it? How does emotion influence the
way we think? How can we improve our memory? Fundamentals of Cognition, third edition …

[ΒΙΒΛΙΟ][B] Risk assessment and decision analysis with Bayesian networks

N Fenton, M Neil - 2018 - books.google.com
Since the first edition of this book published, Bayesian networks have become even more
important for applications in a vast array of fields. This second edition includes new material …

[ΒΙΒΛΙΟ][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 …

[ΒΙΒΛΙΟ][B] Latent variable models: An introduction to factor, path, and structural equation analysis

JC Loehlin - 2004 - taylorfrancis.com
This book introduces multiple-latent variable models by utilizing path diagrams to explain
the underlying relationships in the models. This approach helps less mathematically inclined …

[ΒΙΒΛΙΟ][B] Cognitive psychology: A student's handbook

MW Eysenck, MT Keane - 2020 - taylorfrancis.com
The fully updated eighth edition of Cognitive Psychology: A Student's Handbook provides
comprehensive yet accessible coverage of all the key areas in the field ranging from visual …

[ΒΙΒΛΙΟ][B] Learning bayesian networks

RE Neapolitan - 2004 - researchgate.net
Bayesian networks are graphical structures for representing the probabilistic relationships
among a large number of variables and doing probabilistic inference with those variables …