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In Bayesian statistics, the selection of noninformative priors is a crucial issue. There have been various discussions on theoretical justification, problems with the Jeffreys prior, and alternative objective priors. Among them, we focus on two types of matching priors consistent with frequentist theory: the probability matching priors and the moment ...
Yoshioka, Masaki, Tanaka, Fuyuhiko
openaire +2 more sources
Procedurally Fair and Stable Matching [PDF]
We motivate procedural fairness for matching mechanisms and study two procedurally fair and stable mechanisms: employment by lotto (Aldershof et al., 1999) and the random order mechanism (Roth and Vande Vate, 1990, Ma, 1996).
Bettina Klaus, Flip Klijn
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Probability-Matching Predictors for Extreme Extremes
A location- and scale-invariant predictor is constructed which exhibits good probability matching for extreme predictions outside the span of data drawn from a variety of (stationary) general distributions. It is constructed via the three-parameter {\mu,
McRobie, A, ,
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Reinforcement Learning by Probability Matching
, 1996 We present a new algorithm for associative reinforcement learning. The algorithm is based upon the idea of matching a network's output probability with a probability distribution derived from the environment's reward signal.
Michael I. Jordan, Philip Sabes
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Normalized Power Prior Bayesian Analysis [PDF]
The elicitation of power prior distributions is based on the availability of historical data, and is realized by raising the likelihood function of the historical data to a fractional power. However, an arbitrary positive constant before the like- lihood
Keying Ye, Yuyan Duan
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Comparative Real-World Effectiveness of Dupilumab, Mepolizumab, and Benralizumab in Patients with Chronic Obstructive Pulmonary Disease: A Propensity Score-Matched Cohort Study. [PDF]
Drug Des Devel TherLiao KM +6 more
europepmc +1 more source
Harmonizing Peak Matching between Multidimensional NMR Spectra. [PDF]
J Chem Inf ModelBishop AC +4 more
europepmc +1 more source
Testing theories of labour market matching [PDF]
This paper estimates a model of two-sided search using micro-level data for a well-defined labour market. It examines the assumption of random matching and contrasts it with the stock-flow (or non-random) matching model of Coles and collaborators.
Upward, Richard +3 more
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Sensor-Model Matching for Controlled Comparison of Bayesian and Belief-Function Occupancy Grid Fusion. [PDF]
Sensors (Basel)Berlenko T, Krinkin K.
europepmc +1 more source
Pricing and Investments in Matching Markets [PDF]
Different markets are cleared by different types of prices -- seller-specific prices that are uniform across buyers in some markets, and personalized prices tailored to the buyer in others.
George J. Mailath +2 more
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