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How to improve Bayesian reasoning without instruction: Frequency formats

by Gerd Gigerenzer, Ulrich Hoffrage - Psychological Review , 1995
"... Is the mind, by design, predisposed against performing Bayesian inference? Previous research on base rate neglect suggests that the mind lacks the appropriate cognitive algorithms. However, any claim against the existence of an algorithm, Bayesian or otherwise, is impossible to evaluate unless one s ..."
Abstract - Cited by 396 (29 self) - Add to MetaCart
specifies the information format in which it is designed to operate. The authors show that Bayesian algorithms are computationally simpler in frequency formats than in the probability formats used in previous research. Frequency formats correspond to the sequential way information is acquired in natural

Limits on super-resolution and how to break them

by Simon Baker, Takeo Kanade - IEEE Transactions on Pattern Analysis and Machine Intelligence , 2002
"... AbstractÐNearly all super-resolution algorithms are based on the fundamental constraints that the super-resolution image should generate the low resolution input images when appropriately warped and down-sampled to model the image formation process. �These reconstruction constraints are normally com ..."
Abstract - Cited by 421 (7 self) - Add to MetaCart
AbstractÐNearly all super-resolution algorithms are based on the fundamental constraints that the super-resolution image should generate the low resolution input images when appropriately warped and down-sampled to model the image formation process. �These reconstruction constraints are normally

Imagining Low Probability Events: Contrasting Exemplar Cuing and Frequency Format Accounts

by Ben R. Newell, Brett K. Hayes
"... The extent to which a low probability event can be imagined appears to increase the weight attached to the possibility of that event occurring. Two experiments tested contrasting accounts of how this ‘imagability ’ of events is enhanced. The experiments used negative (e.g. suffering the side effect ..."
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of a vaccine) and positive (e.g. winning a lottery) low probability events. Both experiments found strong support for the frequency format account, whereby imagability is enhanced through the use of frequency formats for conveying statistical information (e.g., 20 out of 2000). However, only limited

Frequency formats, probability formats, or problem structure? A test of the nested-sets hypothesis in an extensional reasoning task

by William P. Neace, Steven Michaud, Lauren Bolling, Kate Deer, Ljiljana Zecevic
"... Five experiments addressed a controversy in the probability judgment literature that centers on the efficacy of framing probabilities as frequencies. The natural frequency view predicts that frequency formats attenuate errors, while the nested-sets view predicts that highlighting the set-subset stru ..."
Abstract - Cited by 2 (0 self) - Add to MetaCart
Five experiments addressed a controversy in the probability judgment literature that centers on the efficacy of framing probabilities as frequencies. The natural frequency view predicts that frequency formats attenuate errors, while the nested-sets view predicts that highlighting the set

Symposium- New Directions in Judgment and Decision Making The Psychology of Good-Judgment: Frequency Formats and Simple Algorithms

by Gerd Gigerenzer Phd
"... Mind and environment evolve in tandem-almost a platitude. Much of judgment and decision making research, however, has compared cognition to standard statistical models, rather than to how well it is adapted to its environment. The author argues two points. First, cognitive algorithms are tuned to ce ..."
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to certain information formats, most likely to those that humans have encountered during their evolutionary history. In particular, Bayesian computations are simpler when the information is in a frequency format than when it is in a probability format. The author investigates whether frequency formats can

Slipping into and out of Poverty: The Dynamics of Spells

by Mary Jo Bane, David T. Ellwood - Journal of Human Resources , 1986
"... This paper examines the dynamics of poverty. Previous analyses have examined either fluctuations in the male heads ' eamings or the frequency of poverty periods over a fixed time frame. Our approach depends on a definition of spells of poverty. Using this methodology we find that the majority o ..."
Abstract - Cited by 253 (1 self) - Add to MetaCart
This paper examines the dynamics of poverty. Previous analyses have examined either fluctuations in the male heads ' eamings or the frequency of poverty periods over a fixed time frame. Our approach depends on a definition of spells of poverty. Using this methodology we find that the majority

Global and regional climate changes due to black carbon,

by V Ramanathan , G Carmichael - Nat. Geosci., , 2008
"... Figure 1: Global distribution of BC sources and radiative forcing. a, BC emission strength in tons per year from a study by Bond et al. Full size image (42 KB) Review Nature Geoscience 1, 221 -227 (2008 Black carbon in soot is the dominant absorber of visible solar radiation in the atmosphere. Ant ..."
Abstract - Cited by 228 (5 self) - Add to MetaCart
optical depths exceeding 0.05 (for example, the Amazon during the burning season; Africa during Savanna burning season; and urban regions in South and East Asia). An alternative scenario is that BC solar heating induces convection and consequently leads to cloud formation 78 . The global magnitude

Time-Frequency Distributions—a Review

by Leon Cohen - Proceedings of the IEEE, 77 , 1989
"... A review and tutorial of the fundamental ideas and methods of joint time-frequency distributions is presented. The objective of the field is to describe how the spectral content of a signal is changing in time, and to develop the physical and mathematical ideas needed to understand what a time-varyi ..."
Abstract - Cited by 135 (1 self) - Add to MetaCart
A review and tutorial of the fundamental ideas and methods of joint time-frequency distributions is presented. The objective of the field is to describe how the spectral content of a signal is changing in time, and to develop the physical and mathematical ideas needed to understand what a time

On narrow norms and vague heuristics: A reply to Kahneman and Tversky

by Gerd Gigerenzer - Psychological Review , 1996
"... the heuristics-and-biases approach to statistical reasoning is and is not about. At issue is the imposition of unnecessarily narrow norms of sound reasoning that are used to diagnose so-called cognitive illusions and the continuing reliance on vague heuristics that explain everything and nothing. D. ..."
Abstract - Cited by 176 (16 self) - Add to MetaCart
. Kahneman and A. Tversky (1996) incorrectly asserted that Gigerenzer simply claimed that frequency formats make all cognitive illusions disappear. In contrast, Gigerenzer has proposed and tested models that actually predict when frequency judgments are valid and when they are not. The issue is not whether

Scalable semantic web data management using vertical partitioning

by Daniel J. Abadi, Adam Marcus, Barton Data - In VLDB , 2007
"... The dataset used for this benchmark is taken from the publicly available Barton Libraries dataset [1]. This data is provided by the Simile Project [3], which develops tools for library data management and interoperability. The data contains records that compose an RDF-formatted dump of the MIT Libra ..."
Abstract - Cited by 190 (6 self) - Add to MetaCart
The dataset used for this benchmark is taken from the publicly available Barton Libraries dataset [1]. This data is provided by the Simile Project [3], which develops tools for library data management and interoperability. The data contains records that compose an RDF-formatted dump of the MIT
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