How to improve performance in Bayesian inference tasks: a comparison of five visualizations

K Böcherer-Linder, A Eichler - Frontiers in psychology, 2019 - frontiersin.org
Bayes' formula is a fundamental statistical method for inference judgments in uncertain
situations used by both laymen and professionals. However, since people often fail in …

Different visualizations cause different strategies when dealing with Bayesian situations

A Eichler, K Böcherer-Linder, M Vogel - Frontiers in Psychology, 2020 - frontiersin.org
People often struggle with Bayesian reasoning. However, previous research showed that
people's performance (and rationality) can be supported by the way the statistical …

The impact of visualization on flexible Bayesian reasoning

K Böcherer-Linder, A Eichler, M Vogel - Avances de investigación en …, 2017 - aiem.es
Hay un amplio consenso en que la visualización de la información estadística puede apoyar
el razonamiento bayesiano. El trabajo se enfoca en la comprensión conceptual de las …

Analyzing and supporting mental representations and strategies in solving Bayesian problems

J Sirock, M Vogel, T Seufert - Frontiers in Psychology, 2023 - frontiersin.org
Solving Bayesian problems poses many challenges, such as identifying relevant numerical
information, classifying, and translating it into mathematical formula language, and forming a …

Visualising conditional probabilities—three perspectives on unit squares and tree diagrams

K Böcherer-Linder, A Eichler, M Vogel - Teaching and Learning …, 2018 - Springer
Two visualisations, ie the tree diagram and the unit square, are discussed from three
perspectives of our research programme concerning possibilities of facilitating the …

Mathematizing Bayesian situations in school by using multiple representations

M Vogel, K Böcherer-Linder, A Eichler - 2019 - digibug.ugr.es
Bayesian problem situations are well known as being difficult for people to judge
adequately. Teachers in school are confronted with the question what can be done on the …

[PDF][PDF] Picturing Probability: the poverty of Venn diagrams, the richness of Eikosograms

WH Cherry, RW Oldford - submitted for publication, 2003 - math.uwaterloo.ca
Diagrams convey information, some intended some not. A history of ringed diagrams
including their use by Euler and Venn shows that the information content of these diagrams …

A training in visualizing statistical data with a unit square

A Eichler, C Gehrke, K Böcherer-Linder… - Eleventh Congress of the …, 2019 - hal.science
Recent research yielded empirical evidence for a unit square being a useful visualization of
Bayesian situations. However, most of the studies in the research field of visualizing …

From research on Bayesian reasoning to classroom intervention

A Eichler, K Böcherer-Linder, M Vogel - 2019 - digibug.ugr.es
Dealing with Bayes' rule is the mathematical part of judgement in situations of uncertainty.
These situations are of importance for crucial judgements in medicine, law and further …

[PDF][PDF] Visualisierung bedingter Wahrscheinlichkeiten

KBL aus Freiburg - researchgate.net
Auch im privaten Bereich bin ich bei der Erstellung dieser Arbeit sehr unterstützt worden.
Hier gilt mein besonderer Dank meinem Mann, Kai Linder, der bereit war, seine eigenen …