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721. The AstroStat Slog highest posterior density
... Posts tagged ?highest posterior density? ... Tags: Bayesian , central limit theorem , confidence bounds , error bar , Frequentist , highest posterior density , HPD , likelihoodist , sigma . ... 3 Comments . ... Algorithms arXiv Astro Bad AstroStat Bayesian CHASC Cross-Cultural Data Processing Fitting Frequentist Galaxies gamma-ray High-Energy Imaging Jargon Job Languages MC MCMC Meta Methods Misc News Nuggets Objects Optical Physics Quotes Spectral Stars Stat Timing Uncertainty X-ray . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/highest-posterior-density/index.html -- 20.4 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/highest-posterior-density/index.html -- 20.4 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/highest-posterior-density/index.html -- 20.4 Кб -- 01.03.2014
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722. The AstroStat Slog Blog Archive Scatter plots and ANCOVA
... Astronomers rely on scatter plots to illustrate correlations and trends among many pairs of variables more than any scientists [ 1 ] . ... When having many pairs of variables that demands numerous scatter plots, one possibility is using parallel coordinates and a matrix of correlation coefficients. ... Tags: ANCOVA , ANOVA , approximation , correlation , Gaussianity , graphics , MADS , modeling , nonparametric , parallel coordinates , PCA , quality , quantity , regression , scatter plots . ...
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723. The AstroStat Slog Blog Archive News and related stories
... Archives . ... Another exciting news (with no use) . ... One of those rabbits is hunting online lectures useful for everyone. Prof. Feynman?s lectures have great reputations but they have been hard to come by. ... Thanks to Bill Gates and Microsoft Research , although it is a belated news, I?m very delighted to say ?Feynman lectures are online.? ... I attribute its lack of discussion in the slog to its late debut. ... Comment ( RSS ) | ... Chandra Blog . ... Entries (RSS) and Comments (RSS) . ...
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724. The AstroStat Slog Blog Archive [MADS] logistic regression
... Archives . ... Maybe, some astronomers want to check out this versatile statistical method, wiki:logistic regression to see whether they can fit their data to this statistical method in order to model/predict observation rates, unobserved rates, undetected rates, detected rates, absorbed rates, and so on in terms of what are observed and additional/external observations, knowledge, and theories. ... Against my bet, it was [MADS]. ... Tags: logistic regression , MADS , model . ... Comment ( RSS ) | ...
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2009/mads-logistic-regression/index.html -- 22.1 Кб -- 01.03.2014
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725. The AstroStat Slog Blog Archive [Announce] Heidelberg Summer School
... Archives . ... Announce] AstroStat Summer School at Penn State . ... Mar 25th, 2009| 10:13 am | ... The ?International Max Planck Research School for Astronomy & Cosmic Physics at the University of Heidelberg? ... 4th Heidelberg Summer School: . ... IMPRS Heidelberg invites graduate students and postdocs to its 4th Heidelberg Summer School. ... Tags: 2009 , Announcement , AstroStat , August , Heidelberg , IMPRS , IMPRS-HD , inference , Max Planck , summer school . ... Chandra Blog . ...
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726. The AstroStat Slog Blog Archive Another exciting news (with no use)
... Archives . ... News and related stories . ... Another rabbit I missed came to a realization by a friend, who was sure that I already knew this ?call for papers? notice for the special issue of the signal processing magazine (SPM). ... The slog has some SPM article review posts, as you recall. ... I believed that research topics in signal processing is very strongly associated with astronomical data analysis. ... hlee on Do people use Fortran? ... Chandra Blog . ... What?s new . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2009/another-news-with-no-use/index.html -- 22.6 Кб -- 01.03.2014
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727. The AstroStat Slog Blog Archive A book by David Freedman
Weaving together Astronomy+Statistics+Computer Science+Engineering+Intrumentation, far beyond the growing borders . ... Archives . ... Bias in asymptotic standard errors is not a familiar topic for astronomers . ... My overall impression of the book was that astronomers might not fancy it because of the cited examples and models quite irrelevant to astronomy. ... Tags: book , Freedman , Neyman , obituary , pedagogy , Scott . ... Comment ( RSS ) | ... Entries RSS . Comments RSS . ... Chandra Blog . ...
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728. The AstroStat Slog Blog Archive The LRT is worthless for ?
... Archives . ... One of the speakers from the google talk series exemplified model based clustering and mentioned the likelihood ratio test (LRT) for defining the number of clusters. ... The LRT is worthless for testing a mixture when the set of parameters is large . ... We prove in this paper that the LRT is worthless from testing a distribution against a two components mixture when the set of parameters is large. ... Category: arXiv , Bad AstroStat , CHASC , Frequentist , Stat | Comment ( RSS ) | ...
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729. The AstroStat Slog Blog Archive Significance of 5 counts
... My source shows only 5 counts in a short 5 ksec Chandra exposure. ... We calculated the significance of observing 5 counts given the expected background counts of 0.1 using spfunc.gammp(5,0.1) =8e-8. ... I believe more fine tuning in computing this p-value is necessary but I wish to address that computing the p-value assuming Ho: background counts=0.1 vs. ... For a given rescaled background (b/50), the p-value is the probability that the counts in the source region can exceed the observed counts. ...
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730. The AstroStat Slog Blog Archive [MADS] multiscale modeling
... Archives . ... On the other hand, CHASC scientists relate more general and broad statistical inference problems in estimating the intensity map, like intensity uncertainties at each point and the scientifically informative display of the intensity map with uncertainty according to the Poisson count model and constraints from physics and the instrument, where the field, multiscale modeling is associated. As the post title [MADS] indicates, no abstract has keywords multiscale modeling. ...
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731. The AstroStat Slog Blog Archive Background Subtraction, the Sequel [Eqn]
... Archives . ... keV vs keV [Eqn] . ... As mentioned before, background subtraction plays a big role in astrophysical analyses. For a variety of reasons, it is not a good idea to subtract out background counts from source counts, especially in the low-counts Poisson regime. What Bayesians recommend instead is to set up a model for the intensity of the source and the background and to infer these intensities given the data. ... C = Poisson(? ... Chandra Blog . ... SAMSI AstroStat Prog. ...
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732. The AstroStat Slog Blog Archive [ArXiv] Ripley?s K-function
... Archives . ... ArXiv] 3rd week, Apr. ... Unusually, this week finds an astro-ph paper written by a statistics professor addressing the K-function to explore the mystery of the universe. [astro-ph:0804.3044] J.M. Loh . ... My memory of learning the 2 point correlation function from an undergraduate cosmology class is very vague but the basic idea of modeling this function gave me an epiphany during a spatial statistics class several years ago when the Ripley?s K-function was introduced. ...
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733. The AstroStat Slog Blog Archive [ArXiv] 3rd week, June 2008
... Archives . ... Discontinuation of weekly [arXiv] series . Jun 21st, 2008| 11:10 pm | ... This is my last [ArXiv] series. [astro-ph:0806.2228] T.J. Cornwell . ... astro-ph:0806.2823] Williams et al. ... Algorithms arXiv Astro Bad AstroStat Bayesian CHASC Cross-Cultural Data Processing Fitting Frequentist Galaxies gamma-ray High-Energy Imaging Jargon Job Languages MC MCMC Meta Methods Misc News Nuggets Objects Optical Physics Quotes Spectral Stars Stat Timing Uncertainty X-ray . ... Chandra Blog . ...
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734. The AstroStat Slog Blog Archive [ArXiv] 2nd week, June 2008
... Archives . ... Likelihood Ratio Test Statistic [Equation of the Week] . Jun 16th, 2008| 10:47 am | ... As Prof. Speed said, PCA is prevalent in astronomy, particularly this week. Furthermore, a paper explicitly discusses R, a popular statistics package. [astro-ph:0806.1140] N.Bonhomme, H.M.Courtois, R.B.Tully . ... Category: arXiv , MCMC | ... Book] The Elements of Statistical Learning, 2nd Ed. mini-Workshop on Computational AstroStatistics [announcement] . ... Chandra Blog . ...
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735. The AstroStat Slog Blog Archive [ArXiv] 1st week, June 2008
... Archives . ... Grating Dispersion [Equation of the Week] . Jun 8th, 2008| 09:45 pm | ... Despite no statistic related discussion, a paper comparing XSPEC and ISIS, spectral analysis open source applications might bring high energy astrophysicists? interests this week. [astro-ph:0806.0650] Kimball and Ivezi\?c . ... A Statistical Analysis of the ?Internal Linear Combination? ... Category: arXiv , Data Processing , gamma-ray , High-Energy , Methods , Stat | ... Chandra Blog . ...
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736. The AstroStat Slog Blog Archive A quote on data analysis
... Archives . ... Posted by chasc . Same data, different authors, different results. ... Tags: data analysis , Marco , Quotes , Sirianni . ... Comment ( RSS ) | ... Algorithms arXiv Astro Bad AstroStat Bayesian CHASC Cross-Cultural Data Processing Fitting Frequentist Galaxies gamma-ray High-Energy Imaging Jargon Job Languages MC MCMC Meta Methods Misc News Nuggets Objects Optical Physics Quotes Spectral Stars Stat Timing Uncertainty X-ray . ... Chandra Blog . ... Entries (RSS) and Comments (RSS) . ...
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737. The AstroStat Slog Blog Archive [ArXiv] An unbiased estimator, May 29, 2007
... Archives . ... ArXiv] 4th week, Oct. 2007 . ... In search of an unbiased temperature estimator for statistically poor X-ray spectra . ... I was very excited because I haven?t seen any astronomical papers discussing unbiased estimators solely. By the same token that the authors discussed bias in the о?^2 method and the maximum likelihood estimator, we know that the о?^2 function is not always symmetric for applying н?о?^2 =1 for a 68% confidence interval. ... Chandra Blog . ...
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738. The AstroStat Slog Blog Archive [ArXiv] Isochrone database, Aug. 20, 2007
... Archives . ... Quote of the Week, Aug 23, 2007 . Aug 22nd, 2007| 08:55 pm | ... An Isochrone Database and a Rapid Model for Stellar Population Synthesis by Li and Han . This paper emphasize the binary population: CMD fitting with the binary population synthetic model outperformed to the single population model. ... They fitted their isochrone database to M67 and NGC 1868 with the gT-grid and concluded that the database of binary stellar populations fitted the color magnitude diagrams better. ...
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739. The AstroStat Slog Blog Archive [ArXiv] CMB statistics, Sept. 7, 2007
Weaving together Astronomy+Statistics+Computer Science+Engineering+Intrumentation, far beyond the growing borders . ... Archives . ... ArXiv] Swift and XMM measurement errors, Sep. 8, 2007 . ArXiv] Recent bayesian studies from astro-ph . ... Cosmic Microwave Background Statistics for a Direction-Dependent Primordial Power Spectrum by A. R. Pullen and M. Kamionkowski . ... Tags: CMB , minimum variance , power spectrum , spherical hormonic expansion , wavevector . ... Chandra Blog . ...
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740. The AstroStat Slog Blog Archive [ArXiv] 4th week, Sept. 2007
... Archives . ... Sep 30th, 2007| 11:29 pm | ... A few papers from astro-ph may drag statisticians? attention and a statistical paper may be helpful for astronomers, keen on confidence intervals utilizing prior information. [arxiv/math.ST:0709.4316] . ... arxiv/astro-ph:0709.3330] . ... arxiv/astro-ph:0709.3758] . ... arxiv/astro-ph:0709.4100] . ... Category: arXiv | Comment ( RSS ) | ... Entries RSS . Comments RSS . ... Chandra Blog . ... Entries (RSS) and Comments (RSS) . ...
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