Maximum entropy and Bayesian methods. Proceedings of the 15th international workshop, Santa Fe, NM, USA, July 31--August 4, 1995 (Q2565162)

The articles of this volume will be reviewed individually. The 13th conference (1993) has been reviewed (see Zbl 0845.00049). Indexed articles: \textit{Hawkins, R. J.; Rubinstein, M.; Daniell, G. J.}, Reconstruction of the probability density function implicit in option prices from incomplete and noisy data, 1-8 [Zbl 0886.62011] \textit{Berliner, L. Mark}, Hierarchical Bayesian time series models, 15-22 [Zbl 0886.62080] \textit{West, Mike}, Bayesian time series: Models and computations for the analysis of time series in the physical sciences, 23-34 [Zbl 0886.62034] \textit{Csiszár, I.}, Maxent, mathematics, and information theory, 35-50 [Zbl 0886.62007] \textit{Dowe, D. L.; Oliver, J. J.; Baxter, R. A.; Wallace, C. S.}, Bayesian estimation of the von Mises concentration parameter, 51-59 [Zbl 0886.62027] \textit{Geiger, Dan; Heckerman, David}, A characterization of the Dirichlet distribution with application to learning Bayesian networks, 61-68 [Zbl 0886.62016] \textit{Wolpert, David H.}, The bootstrap is inconsistent with probability theory, 69-76 [Zbl 0886.62005] \textit{Keren, Daniel; Werman, Michael}, Data-driven priors for hyperparameters in regularization, 77-84 [Zbl 0886.62039] \textit{Tchoumatchenko, I.; Ganascia, J.-G.}, Mixture modeling to incorporate meaningful constraints into learning, 85-92 [Zbl 0886.62013] \textit{Kreinovich, V.; Nguyen, H. T.; Walker, E. A.}, Maximum entropy (MaxEnt) method in expert systems and intelligent control: New possibilities and limitations, 93-100 [Zbl 0891.68084] \textit{Press, S. James}, The de Finetti transform, 101-108 [Zbl 0901.62003] \textit{Gee, J. C.; Peralta, P. D.}, Continuum models for Bayesian image matching, 109-116 [Zbl 0886.92019] \textit{Rangarajan, Anand; Lee, Soo-Jin; Gindi, Gene}, Mechanical models as priors in Bayesian tomographic reconstruction, 117-124 [Zbl 0901.62046] \textit{Hanson, K. M.; Cunningham, G. S.}, The Bayes inference engine, 125-134 [Zbl 0900.62147] \textit{Mohammad-Djafari, Ali}, A full Bayesian approach for inverse problems, 135-144 [Zbl 0886.62031] \textit{Puetter, R. C.}, Pixon-based multiresolution image reconstruction and quantification of image information content, 145-152 [Zbl 0900.62043] \textit{Wu, Miao-Dan; Fitzgerald, William J.}, Bayesian multimodal evidence computation by adaptive tempering MCMC, 153-161 [Zbl 0901.62044] \textit{Gubernatis, J. E.; Bonča, J.; Jarrell, Mark}, Bayesian inference and the analytic continuation of imaginary-time quantum Monte Carlo data, 163-170 [Zbl 0886.62029] \textit{Preuss, R.; von der Linden, W.; Hanke, W.}, Spectral properties from quantum Monte Carlo data: A consistent approach, 171-178 [Zbl 0894.62034] \textit{Pang, Hanbin; Akhlaghpour, H.; Jarrell, M.}, An application of maximum entropy method to dynamical correlation functions at zero temperature, 179-186 [Zbl 0900.81104] \textit{Silver, R. N.; Roeder, H.; Voter, A. F.; Kress, J. D.}, Chebyshev moment problems: Maximum entropy and kernel polynomial methods, 187-194 [Zbl 0900.82001] \textit{Lafferty, John D.; Suhm, Bernhard}, Cluster expansions and iterative scaling for maximum entropy language models, 195-202 [Zbl 0900.82002] \textit{Fischer, R.; von der Linden, W.; Dose, V.}, On the importance of \(\alpha\) marginalization in maximum entropy, 229-236 [Zbl 0900.62664] \textit{Youssef, Saul}, Quantum mechanics as an exotic probability theory, 237-244 [Zbl 0895.60102] \textit{Dose, V.; von der Linden, W.; Garrett, A.}, Bayesian parameter estimation of nuclear fusion confinement time scaling laws, 245-250 [Zbl 0900.62146] \textit{Boulanger, P.}, Hierarchical segmentation of range and color image based on Bayesian decision theory, 251-259 [Zbl 0889.62004] \textit{Skilling, John; Sibisi, Sibusiso}, Priors on measures, 261-270 [Zbl 0886.62033] \textit{Wolpert, David H.}, Determining whether two data sets are from the same distribution, 271-276 [Zbl 0886.62035] \textit{Balasubramanian, Vijay}, Occam's razor for parametric families and priors on the space of distributions, 277-284 [Zbl 0886.62004] \textit{Dubertret, B.; Rivier, N.; Schliecker, G.}, Skin and maximum entropy: A hidden complicity?, 285-294 [Zbl 0885.92004] \textit{Snapp, Robert R.}, Predicting the accuracy of Bayes classifiers, 295-302 [Zbl 0886.62064] \textit{Shapiro, Jonathan L.; Rattray, Magnus; Prügel-Bennett, Adam}, Maximum entropy analysis of genetic algorithms, 303-310 [Zbl 0886.62012] \textit{Deco, G.; Schürmann, B.}, Dual statistical mechanical theory for unsupervised and supervised learning, 317-321 [Zbl 0891.68085] \textit{Dublanchet, F.; Duvaut, P.; Idier, J.}, Complex sinusoid analysis by Bayesian deconvolution of the discrete Fourier transform, 323-328 [Zbl 0886.62028] \textit{Faynzilberg, Peter S.}, Statistical mechanics of choice, 329-334 [Zbl 0885.90003] \textit{Fry, Robert L.}, Rational neural models based on information theory, 335-340 [Zbl 0895.94007] \textit{Holender, Wlodek}, A new entropy measure with the explicit notion of complexity, 341-346 [Zbl 0895.94005] \textit{Jordan, Richard; Turkington, Bruce}, Maximum entropy states and coherent structures in magnetohydrodynamics, 347-353 [Zbl 0923.76346] \textit{Dukes, P. R.; Larson, E. G.}, A lognormal state of knowledge, 355-359 [Zbl 0886.62008] \textit{Miller, G.; Inkret, W. C.}, Bayesian methods for interpreting plutonium urinalysis data, 367-373 [Zbl 0886.62106] \textit{Pitre, Richard}, The information content of sonar echoes, 375-380 [Zbl 0895.94009] \textit{Evrard, Guillaume}, Objective prior for cosmological parameters, 381-386 [Zbl 0900.85031] \textit{Faynzilberg, Peter S.}, Meal estimation: Acceptable-likelihood extensions of maxent, 387-392 [Zbl 0886.62009] \textit{Fröhner, F. H.}, On curve fitting with two-dimensional uncertainties, 393-405 [Zbl 0886.62010] \textit{Gideoni, I.}, Bayesian inference in search for the \(IN\) \(VIVO T_2\) decay-rate distribution in human brain, 407-412 [Zbl 0900.62595] \textit{Mottershead, C. T.}, Maximum entropy tomography, 425-430 [Zbl 0888.92024] \textit{Sacchi, M. D.; Ulrych, T. J.}, Bayesian regularization of some seismic operators, 431-436 [Zbl 0886.62032] \textit{Sastry, Srikanth; Vanmeter, John W.; Carson, Richard E.}, Multimodality Bayesian algorithm for image reconstruction in positron emission tomography, 437-441 [Zbl 0891.92020] \textit{von der Linden, W.; Fischer, R.; Dose, V.}, Evidence integrals, 443-448 [Zbl 0895.94006]