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- John K. Kruschke
- Psychological review
- 1992

ALCOVE (attention learning covering map) is a connectionist model of category learning that incorporates an exemplar-based representation (Medin & Schaffer, 1978; Nosofsky, 1986) with error-drivenâ€¦ (More)

- John K. Kruschke
- Wiley interdisciplinary reviews. Cognitiveâ€¦
- 2010

Bayesian methods have garnered huge interest in cognitive science as an approach to models of cognition and perception. On the other hand, Bayesian methods for data analysis have not yet made muchâ€¦ (More)

- M. A. Erickson, John K. Kruschke
- Journal of experimental psychology. General
- 1998

Psychological theories of categorization generally focus on either rule- or exemplar-based explanations. We present 2 experiments that show evidence of both rule induction and exemplar encoding asâ€¦ (More)

- John K. Kruschke
- Journal of experimental psychology. General
- 2013

Bayesian estimation for 2 groups provides complete distributions of credible values for the effect size, group means and their difference, standard deviations and their difference, and the normalityâ€¦ (More)

- John K. Kruschke
- CogSci
- 2015

BAYESIAN DATA ANALYSIS is superseding traditional methods in sciences from anthropology to zoology. Bayesian methods solve many problems inherent in p values and confidence intervals. Moreâ€¦ (More)

- John K. Kruschke
- Journal of experimental psychology. Learningâ€¦
- 1996

Previous researchers have discovered perplexing inconsistencies in how people appear to utilize category base rates when making category judgments. In particular, D.L. Medin and S.M. Edelson (1988)â€¦ (More)

- John K. Kruschke, Mark K. Johansen
- Journal of experimental psychology. Learningâ€¦
- 1999

A new connectionist model (named RASHNL) accounts for many "irrational" phenomena found in nonmetric multiple-cue probability learning, wherein people learn to utilize a number of discrete-valuedâ€¦ (More)

- John K. Kruschke
- CogSci
- 2011

This full-day tutorial shows you how to do Bayesian data analysis, hands on. The software is free. The intended audience is graduate students and other researchers who want a ground-floorâ€¦ (More)

- John K. Kruschke
- Journal of experimental psychology. Learningâ€¦
- 2001

The inverse base-rate effect is a phenomenon in which people learn about some common and some rare outcomes and in subsequent testing people predict the rare outcome for particular sets ofâ€¦ (More)

- John K. Kruschke
- Connect. Sci.
- 1996

A category learning experiment involving human participants compared the difÂ® culties of four types of shift learning. Initial learning was of an exclusive-or (XOR) structure on two of three stimulusâ€¦ (More)