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621. The AstroStat Slog Blog Archive [ArXiv] Data Visualization, July 17, 2007
... Archives . ... ArXiv] Bayesian Star Formation Study, July 13, 2007 . ... Visualization, Exploration and Data Analysis of Complex Astrophysical Data by Comparato, Becciani, Costa, Larsson, Garilli, Gheller, and Taylor . ... 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/2007/arxiv-data-visualization-july-17-2007/index.html -- 20.8 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2007/arxiv-data-visualization-july-17-2007/index.html -- 20.8 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2007/arxiv-data-visualization-july-17-2007/index.html -- 20.8 Кб -- 01.03.2014
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622. The AstroStat Slog Blog Archive GLAST Workshop on June 21 at Science Ctr
Weaving together Astronomy+Statistics+Computer Science+Engineering+Intrumentation, far beyond the growing borders . ... Archives . ... Quote of the Week, June 5, 2007 . ... GLAST workshop will be held at Science Center (Hall A, located at the 1st floor) of Harvard University. ... http://glast.gsfc.nasa.gov/workshops/boston/ for registration and further information. Tags: GLAST , science center , workshop . ... One thing I noticed is that astronomers use lots of acronyms. ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2007/glast-workshop-june-21-science-ctr-a/index.html -- 20.8 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2007/glast-workshop-june-21-science-ctr-a/index.html -- 20.8 Кб -- 01.03.2014
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623. The AstroStat Slog Blog Archive Cross-validation for model selection
... One of the most frequently cited papers in model selection would be An Asymptotic Equivalence of Choice of Model by Cross-Validation and Akaike?s Criterion by M. Stone, Journal of the Royal Statistical Society. ... Akaike?s 1974 paper, introducing Akaike Information Criterion (AIC), is the most often cited paper in the subject of model selection). ... By penalizing the log of maximum likelihood with the number of model parameters (p), one can choose the best model that describes/generates the data. ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2007/cross-validation-for-model-selection/index.html -- 27.3 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2007/cross-validation-for-model-selection/index.html -- 27.3 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2007/cross-validation-for-model-selection/index.html -- 27.3 Кб -- 01.03.2014
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624. The AstroStat Slog Blog Archive [ArXiv] Kernel Regression, June 20, 2007
... Archives . ... Quote of the Week, June 20, 2007 . ArXiv] Classical confidence intervals, June 25, 2007 . ... One of the papers from arxiv/astro-ph discusses kernel regression and model selection to determine photometric redshifts astro-ph/0706.2704. ... They made a conclusion of flexibility in kernel regression particularly for data at high z. Off the topic but worth to be notified: . ... Tags: AIC , BIC , Classification , cross-validation , kernel , photometric redshifts , regression , SDSS . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2007/arxiv-kernel-regression-june-20-2007/index.html -- 22.0 Кб -- 01.03.2014
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625. The AstroStat Slog Blog Archive AstroStat Summer School [Announcement]
... Archives . ... Summer School in Statistics for Astronomers VI . June 7-12, 2010 . ... The sixth annual Penn State Summer School in Statistics for Astronomers will be held at Penn State. The main part of the School is a 6-day course (June 7-12, 2010) in fundamental statistical inference designed to provide researchers and graduate students in the physical sciences with a strong conceptual foundation in modern statistics. ... Tags: 2010 , AstroStat , June 2010 , Penn State , summer school . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2010/astrostat-summer-school-announcement/index.html -- 22.0 Кб -- 01.03.2014
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626. The AstroStat Slog Blog Archive DOE Petascale Data Analysis Program
... Archives . ... Woncheol Jang pointed me to the following web site describing a proposal opportunity at DOE that may be of interest to readers of this list: . Mathematics for Analysis of Petascale Data . http://www.science.doe.gov/grants/FAPN09-10.html . ... This solicitation seeks applications for basic research in mathematical models, methods and tools for the representation, analysis, and understanding of petascale data. ... Comment ( RSS ) | ... Entries RSS . ... Chandra Blog . ...
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627. The AstroStat Slog Blog Archive [Book] Elements of Information Theory
... Archives . ... Like many fields, Information theory has grown fast since the monumental debut paper by Shannon (1948) like the speed of astronomers observation techniques. ... My reason for recommending this book is that, personally thinking, having some knowledge in information theory (in data compression and channel capacity) would help to resolve limited bandwidth in the era of massive unprecedented astronomical survey projects with satellites or ground base telescopes. ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2009/book-elements-of-information-theory/index.html -- 26.8 Кб -- 01.03.2014
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628. The AstroStat Slog Blog Archive [Quote] When all the models are wrong
... Archives . ... From page 103 of Bayesian Model Selection and Model Averaging by L. Wasserman (2000) Journal of Mathematical Psychology, 44, pp.92-107 . ... to make sure that not all of the models are heinously wrong. [ ---snip--- ] . Second, even when all models are wrong, it is useful to consider the relative merits of two models. Newtonian physics and general relativity are both wrong. ... Category: Cross-Cultural , Misc , Quotes | Comment ( RSS ) | ... Entries RSS . ... Chandra Blog . ...
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629. The AstroStat Slog Blog Archive [ArXiv] Bayesian Star Formation Study, July 13,
... Archives . ... ArXiv] Random Matrix, July 13, 2007 . ArXiv] Data Visualization, July 17, 2007 . ... Star Formation via the Little Guy: A Bayesian Study of Ultracool Dwarf Imaging Surveys for Companions by P. R. Allen. ... 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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630. The AstroStat Slog Formula for changing Math Education
... Posts tagged ?Formula for changing Math Education? ... Is Calculus the ultimate goal of mathematical education? Arthur Benjamin has a slightly subversive suggestion in this TED presentation . ... Tags: 2009 , Arthur , Arthur Benjamin , Benjamin , calculus , Formula for changing Math Education , Stat , TED . Category: Misc , Quotes , Stat | ... Entries RSS . Comments RSS . ... SAMSI AstroStat Prog. Stat S/W Resources . ... Entries (RSS) and Comments (RSS) . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/formula-for-changing-math-education/index.html -- 19.3 Кб -- 01.03.2014
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631. The AstroStat Slog Blog Archive [ArXiv] Statistical Analysis of fMRI Data
... Archives . ... MADS] ARCH . ... arxiv:0906.3662] The Statistical Analysis of fMRI Data by Martin A. Lindquist . ... This review paper offers some information and guidance of statistical image analysis for fMRI data that can be expanded to astronomical image data. ... This role can range from determining the appropriate statistical method to apply to a data set, to the development of unique statistical methods geared specifically toward the analysis of fMRI data. ... Chandra Blog . ... Chandra Images...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2009/arxiv-statistical-analysis-of-fmri/index.html -- 23.7 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2009/arxiv-statistical-analysis-of-fmri/index.html -- 23.7 Кб -- 01.03.2014
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632. The AstroStat Slog Blog Archive [ArXiv] component separation methods
... Archives . ... The PCA and ICA is used for separating mixed components with some assumptions. ... The need of source separation methods in astronomy has led various adaptations of decomposition methods available. ... I rarely come up with a paper which gathered and summarized component separation methods applicable to astronomical data. In that regards, the following paper seems useful to overview methods of reducing dimensionality for astronomers. [arxiv:0805.0269] . ... Chandra Blog . ...
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633. The AstroStat Slog Blog Archive [tutorial] multispectral imaging, a case study
... A tutorial on multispectral imaging of paintings using the Mona Lisa as a case study . ... Conclusions: In this article, we have presented a tutorial description of the multispectral acquisition of images from a signal processing point of view. ... I wonder if there?s literature in astronomy matching this tutorial from which we may expand and improve current astronomical photometry processes by adopting strategies developed by more populated signal/image processing engineers and statisticians. ...
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634. The AstroStat Slog Blog Archive my first AAS. V. measurement error and EM
... Archives . ... my first AAS. ... Q] systematic error . ... He rewrote the EM algorithm to include measurement errors in redshifts. ... I encouraged him to talk statisticians to characterize and to generalize his measurement error included likelihoods, and to optimize his EM algorithm. ... Tags: bias , bimodality , EM algorithm , LF , likelihood , measurement error . ... Comment ( RSS ) | ... Entries RSS . Comments RSS . ... Chandra Blog . ... Entries (RSS) and Comments (RSS) . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/first-aas-measurement-error-and-em/index.html -- 20.7 Кб -- 01.03.2014
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635. The AstroStat Slog Blog Archive Statistics Jargon for Astronomers
... Archives . ... Recent Astrostatistics . ... The Statistics Jargon for Astronomers has revived (Jan. 2007) but now, it is barely breathing. ... Tags: CHASC , Jargon . ... 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 . ...
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636. The AstroStat Slog Blog Archive [ArXiv] Identifiability and mixtures of
... Archives . ... ArXiv] Google Sky, Sept. 05, 2007 . ... Inference for mixtures of symmetric distributions by Hunter, Wang, and Hettmansperger, Annals of Statistics, 2007, Vol.35(1), pp.224-251. ... Although math.st:0708.0499 did not discuss spectral line fitting, it offers a nice review on identifiability when inferencing for mixtures of symmetric distributions. ... Fitting mixture of normal distributions suffers from identifiability issues. 09-09-2007, 11:51 pm . ... Chandra Blog . ...
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637. The AstroStat Slog Blog Archive [ArXiv] Gamma-ray albedo of the moon, Aug. 15,
... Archives . ... ArXiv] Poisson Mixture, Aug. 16, 2007 . Aug 16th, 2007| 06:34 pm | ... From arxiv/astro-ph:0705.3856 . Gamma-ray albedo of the moon by Moskalenko and Porter . ... 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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638. The AstroStat Slog Blog Archive On-line Machine Learning Lectures and Notes
... Archives . ... They are quite useful by its contents (even pages of the lecture notes are properly flipped for you while the lecture is given). Increasing popularity of machine learning among astronomers will find more use of such lectures. If you have time to learn machine learning and other related subjects, please visit http://videolectures.net/ . ... Tags: data mining , Information , lecture , machine learning , on-line , optimization , Stat . ... Comment ( RSS ) | ... Chandra Blog . ...
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639. The AstroStat Slog Blog Archive after ?Thanks to Henrietta Leavitt?
... Archives . ... Thanks to Henrietta Leavitt? ... answered my question that he does not think Ms Leavitt?s was exposed to statistical research. Finding a relationship between period and luminosity is closely related a simple regression analysis and I thought she knew about statistics to associate her discovery to now so called, the Leavitt?s law. ... Category: Astro , Bad AstroStat , Data Processing , Methods , Stars , Stat | ... Chandra Blog . ... SAMSI AstroStat Prog. ...
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640. The AstroStat Slog Blog Archive The chance that A has nukes is p%
... Archives . ... I watched a movie in which one of the characters said, ? country A has nukes with 80% chance ? ... From Bayesian perspective, Pr(p|D) ~ L(D|p) pi(p), properly choosing likelihoods and priors, one can estimate the chance of e coli infection and uncertainty. ... In other words, those computed chances highly depend on the choice of model and are very subjective. ... In order to know the chance of the model (A*B+C)*D, like A has nuke with p%, one should not rely on p-values. ...
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