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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 …
situations used by both laymen and professionals. However, since people often fail in …
Different visualizations cause different strategies when dealing with Bayesian situations
People often struggle with Bayesian reasoning. However, previous research showed that
people's performance (and rationality) can be supported by the way the statistical …
people's performance (and rationality) can be supported by the way the statistical …
The impact of visualization on flexible Bayesian reasoning
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 …
el razonamiento bayesiano. El trabajo se enfoca en la comprensión conceptual de las …
Analyzing and supporting mental representations and strategies in solving Bayesian problems
Solving Bayesian problems poses many challenges, such as identifying relevant numerical
information, classifying, and translating it into mathematical formula language, and forming a …
information, classifying, and translating it into mathematical formula language, and forming a …
Visualising conditional probabilities—three perspectives on unit squares and tree diagrams
Two visualisations, ie the tree diagram and the unit square, are discussed from three
perspectives of our research programme concerning possibilities of facilitating the …
perspectives of our research programme concerning possibilities of facilitating the …
Mathematizing Bayesian situations in school by using multiple representations
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 …
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 …
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 …
Bayesian situations. However, most of the studies in the research field of visualizing …
From research on Bayesian reasoning to classroom intervention
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 …
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 …
Hier gilt mein besonderer Dank meinem Mann, Kai Linder, der bereit war, seine eigenen …