4.7 Article

Causal Support: Modeling Causal Inferences with Visualizations

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Software Engineering

Visual Reasoning Strategies for Effect Size Judgments and Decisions

Alex Kale et al.

Summary: Adding means to uncertainty visualizations has small biasing effects on both magnitude estimation and decision-making, consistent with discounting uncertainty. Visualization designs that support the least biased effect size estimation do not necessarily support the best decision-making, suggesting that users' sense of effect size may vary across different tasks when using the same information. In practice, users often satisfice with heuristics, which may affect the effectiveness of optimally designed uncertainty visualizations.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2021)

Article Computer Science, Software Engineering

Why Authors Don't Visualize Uncertainty

Jessica Hullman

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2020)

Article Biochemistry & Molecular Biology

Generative Feedback Explains Distinct Brain Activity Codes for Seen and Mental Images

Jesse L. Breedlove et al.

CURRENT BIOLOGY (2020)

Article Computer Science, Software Engineering

An Exploratory User Study of Visual Causality Analysis

Chi-Hsien Eric Yen et al.

COMPUTER GRAPHICS FORUM (2019)

Article Social Sciences, Mathematical Methods

Visualization in Bayesian workflow

Jonah Gabry et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY (2019)

Proceedings Paper Computer Science, Cybernetics

A Bayesian Cognition Approach to Improve Data Visualization

Yea-Seul Kim et al.

CHI 2019: PROCEEDINGS OF THE 2019 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (2019)

Article Computer Science, Software Engineering

Viewing Visual Analytics as Model Building

N. Andrienko et al.

COMPUTER GRAPHICS FORUM (2018)

Article Computer Science, Information Systems

Northstar: An Interactive Data Science System

Tim Kraska

PROCEEDINGS OF THE VLDB ENDOWMENT (2018)

Article Computer Science, Software Engineering

The Visual Causality Analyst: An Interactive Interface for Causal Reasoning

Jun Wang et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)

Article Computer Science, Software Engineering

Improving Bayesian Reasoning: The Effects of Phrasing, Visualization, and Spatial Ability

Alvitta Ottley et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)

Article Multidisciplinary Sciences

Causal inference and the data-fusion problem

Elias Bareinboim et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2016)

Article Economics

A MODEL OF NONBELIEF IN THE LAW OF LARGE NUMBERS

Daniel J. Benjamin et al.

JOURNAL OF THE EUROPEAN ECONOMIC ASSOCIATION (2016)

Article Statistics & Probability

A Cognitive Interpretation of Data Analysis

Garrett Grolemund et al.

INTERNATIONAL STATISTICAL REVIEW (2014)

Article Statistics & Probability

External Validity: From Do-Calculus to Transportability Across Populations

Judea Pearl et al.

STATISTICAL SCIENCE (2014)

Article Psychology, Clinical

Using Icon Arrays to Communicate Medical Risks: Overcoming Low Numeracy

Mirta Galesic et al.

HEALTH PSYCHOLOGY (2009)

Article Computer Science, Software Engineering

Visualizing causal semantics using animations

Nivedita R. Kadaba et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2007)

Article Psychology

Structure and strength in causal induction

TL Griffiths et al.

COGNITIVE PSYCHOLOGY (2005)

Article Statistics & Probability

Exploratory data analysis for complex models

A Gelman

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2004)

Article Psychology

Bias in proportion judgments: The cyclical power model

JG Hollands et al.

PSYCHOLOGICAL REVIEW (2000)