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701. The AstroStat Slog without loss of generality
... Posts tagged ?without loss of generality? ... It has nothing to do with our BLOG or SLOG. ... Tags: without loss of generality , WLOG . ... Comment . ... Entries RSS . Comments RSS . ... General comments . ... vlk on [MADS] Parallel Coordinates . upvc windows on [MADS] Parallel Coordinates . ... Alfred Inselberg on [MADS] Parallel Coordinates . ... SAMSI AstroStat Prog. ... Entries (RSS) and Comments (RSS) . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/without-loss-of-generality/index.html -- 18.6 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/without-loss-of-generality/index.html -- 18.6 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/without-loss-of-generality/index.html -- 18.6 Кб -- 01.03.2014
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702. The AstroStat Slog signal processing magazine
... Posts tagged ?signal processing magazine? ... Without signal processing courses, the following equation should be awfully familiar to astronomers of photometry and handling data: . c_k=\int_\Lambda l(\lambda) r(\lambda) f_k(\lambda) \alpha(\lambda) d\lambda +n_k$$ . Terms are in order, camera response (c_k), light source (l), spectral radiance by l (r), filter (f), sensitivity (?), and noise (n_k), where ? ... Or simplified to $$c_k=\int_\Lambda \phi_k (\lambda) r(\lambda) d\lambda +n_k$$ . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/signal-processing-magazine/index.html -- 23.8 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/signal-processing-magazine/index.html -- 23.8 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/signal-processing-magazine/index.html -- 23.8 Кб -- 01.03.2014
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703. The AstroStat Slog redistribution matrix file
... People . Posts tagged ?redistribution matrix file? ... It refers to the spread in the measured energy of an incoming photon, and even astronomers often stumble over what it is and what it contains. ... Continue reading ?Redistribution? Tags: EotW , Equation , HEASARC , low-resolution , OGIP , redistribution matrix file , RMF , spectrum . ... Comment . ... Entries RSS . Comments RSS . ... General comments . ... vlk on [MADS] Parallel Coordinates . ... Entries (RSS) and Comments (RSS) . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/redistribution-matrix-file/index.html -- 19.9 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/redistribution-matrix-file/index.html -- 19.9 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/redistribution-matrix-file/index.html -- 19.9 Кб -- 01.03.2014
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704. The AstroStat Slog likelihood ratio technique
... Posts tagged ?likelihood ratio technique? ... I wonder what Fisher, Neyman, and Pearson would say if they see ?Technique? after ?Likelihood Ratio? instead of ?Test.? ... I thank, above all, the speaker who kindly gave me the reference about this likelihood ratio technique. Continue reading ?Likelihood Ratio Technique? Tags: Fisher , likelihood principle , likelihood ratio technique , likelihood ratio test , Neyman , Pearson . ... Comment . ... vlk on [MADS] Parallel Coordinates . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/likelihood-ratio-technique/index.html -- 20.8 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/likelihood-ratio-technique/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/tag/likelihood-ratio-technique/index.html -- 20.8 Кб -- 01.03.2014
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705. The AstroStat Slog background marginalization
... Posts tagged ?background marginalization? ... As mentioned before, background subtraction plays a big role in astrophysical analyses. ... 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. ... Tags: background , background marginalization , background subtraction , EotW , Equation , Equation of the Week . Category: Astro , Bayesian , Data Processing , High-Energy , Imaging , Jargon , Stat | ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/background-marginalization/index.html -- 22.2 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/background-marginalization/index.html -- 22.2 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/background-marginalization/index.html -- 22.2 Кб -- 01.03.2014
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706. The AstroStat Slog self organized criticality
... Posts tagged ?self organized criticality? ... Melatos, Peralta, & Wyithe ( arXiv:0710.1021 ) have a nice summary of avalanche processes in the context of pulsar glitches . ... Briefly, avalanches result in event parameters that are distributed in scale invariant fashion (read: power laws) with exponential waiting time distributions (i.e., Poisson). ... Tags: arXiv , avalanche , flares , pulsar glitches , pulsars , self organized criticality . ... Comment . ... Entries RSS . Comments RSS . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/self-organized-criticality/index.html -- 20.7 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/self-organized-criticality/index.html -- 20.7 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/self-organized-criticality/index.html -- 20.7 Кб -- 01.03.2014
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707. The AstroStat Slog question for statisticians
... Posts tagged ?question for statisticians? ... Category: Bad AstroStat , Fitting , Frequentist , Stat , Uncertainty | ... Tags: Brad Wargelin , error bands , error bars , Fitting , least-squares , Loess , Lowess , polynomial , question for statisticians , smoothing . ... Tags: arXiv , Chandra , CXC , Optical , Peter Edmonds , positional coincidence , positional error , Power , progenitor , question for statisticians , significance , Supernova , Type Ia , White Dwarf , White Dwarf binary , X-ray . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/question-for-statisticians/index.html -- 38.7 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/question-for-statisticians/index.html -- 38.7 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/question-for-statisticians/index.html -- 38.7 Кб -- 01.03.2014
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708. The AstroStat Slog positional citation effect
... People . Posts tagged ?positional citation effect? ... The full article is found from [arXiv/astro-ph:0712.1037] . According to J. P. Dietrich , the positional citation effect (PCE) is significant so that preprints appeared at the top of daily lists tend to be more cited than other preprints. ... ArXiv] The Importance of Being First: Position Dependent Citation Rates on arXiv:astro-ph? Tags: astro-ph , citation , positional citation effect . ... 5 Comments . ... Entries RSS . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/positional-citation-effect/index.html -- 19.7 Кб -- 01.03.2014
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709. The AstroStat Slog Blog Archive [MADS] Mahalanobis distance
... Archives . ... Therefore, under different names, I believe that the Mahalanobis distance is frequently applied in exploring and analyzing astronomical data. ... Including the usage given in these papers, the Mahalanobis distance is popularly used in exploratory data analysis (EDA): 1. measuring distance, 2. outlier removal, 3. checking normality of multivariate data. ... Tags: LDA , MADS , Mahalanobis , Mahalanobis distance , multivariate , outliers , PCA . ... Chandra Blog . ... SAMSI AstroStat...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2009/mads-mahalanobis-distance/index.html -- 27.6 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2009/mads-mahalanobis-distance/index.html -- 27.6 Кб -- 01.03.2014
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710. The AstroStat Slog Blog Archive [ArXiv] classifying spectra
... Archives . ... arXiv:stat.ME:0910.2585] . Variable Selection and Updating In Model-Based Discriminant Analysis for High Dimensional Data with Food Authenticity Applications . ... Classifying or clustering (or semi supervised learning) spectra is a very challenging problem from collecting statistical-analysis-ready data to reducing the dimensionality without sacrificing complex information in each spectrum. ... Comment ( RSS ) | ... Chandra Blog . ... Entries (RSS) and Comments (RSS) . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2009/arxiv-classifying-spectra/index.html -- 23.0 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2009/arxiv-classifying-spectra/index.html -- 23.0 Кб -- 01.03.2014
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711. The AstroStat Slog Blog Archive On the history and use of some standard
... Archives . ... His foremost knowledge and historic account on statistical models related to errors may benefit astronomers. Although I didn?t study history of astronomy and statistics, I?m very much aware of how astronomy innovated statistical thinking, particularly the area of large sample theory. ... On the history and use of some standard statistical models . ... The particular reason for this paper into the slog is the following sentences: . ... Chandra Blog . ML Theory . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/statistical-model-history/index.html -- 25.1 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2008/statistical-model-history/index.html -- 25.1 Кб -- 01.03.2014
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712. The AstroStat Slog Blog Archive [Q] Objectivity and Frequentist Statistics
Weaving together Astronomy+Statistics+Computer Science+Engineering+Intrumentation, far beyond the growing borders . ... Archives . ... How does one combine the two datasets without appealing to subjective biases about the reliability or otherwise of the two instruments? ... What does one do in the frequentist universe? ... Category: Bad AstroStat , Fitting , Frequentist , Stat , Uncertainty | ... Is there any dead center frequentist statistician reading the slog? ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/q-objectivity-frequentist/index.html -- 38.7 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2008/q-objectivity-frequentist/index.html -- 38.7 Кб -- 01.03.2014
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713. The AstroStat Slog Blog Archive [ArXiv] Pareto Distribution
... Archives . ... ArXiv] 1st week, Apr. ... On the Truncated Pareto Distribution with applications by Zaninetti and Ferraro [astro-ph:0804.0308] . ... Pareto or power law seems not a good model to fit star masses[ ? ... A review of arxiv:physics.data-an:0706.1062 on power laws from the slog: . ... Instead, you see it as: power-law distribution, truncated power-law, Salpeter initial mass function, Schecter function (really a kind of gamma dist?n, but in a regime where it looks like a truncated power law...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/arxiv-pareto-distribution/index.html -- 26.1 Кб -- 01.03.2014
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714. The AstroStat Slog Blog Archive A test for global maximum
... Archives . ... If getting the first derivative (score function) and the second derivative (empirical Fisher information) of a (pseudo) likelihood function is feasible and checking regularity conditions is viable, a test for global maximum (Li and Jiang, JASA, 1999, Vol. 94, pp. 847-854) seems to be a useful reference for verifying the best fit solution. I didn?t see any ways to confirm that best fit results from XSPEC or Sherpa are a global maximum without searching whole parameter space. ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/a-test-for-global-maximum/index.html -- 23.2 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2008/a-test-for-global-maximum/index.html -- 23.2 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2008/a-test-for-global-maximum/index.html -- 23.2 Кб -- 01.03.2014
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715. The AstroStat Slog Blog Archive ~ Avalanche(a,b)
... Archives . ... Quote of the Week, Oct 12, 2007 . ArXiv] 3rd week, Oct. 2007 . ... Avalanches are a common process, occuring anywhere that a system can store stress temporarily without ?snapping?. ... Briefly, avalanches result in event parameters that are distributed in scale invariant fashion (read: power laws) with exponential waiting time distributions (i.e., Poisson). ... 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/2007/avalanche-pulsar-glitches/index.html -- 21.3 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2007/avalanche-pulsar-glitches/index.html -- 21.3 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2007/avalanche-pulsar-glitches/index.html -- 21.3 Кб -- 01.03.2014
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716. The AstroStat Slog Languages
... Category. ... So here is a little cheat sheet (which I will keep updating as and when if I learn more): Continue reading ?Everybody needs crampons? Tags: Chandra , cheat sheet , ciao , how to , Python , Sherpa , Sherpa4 . ... At that time, collecting these modules and getting through them could help me complete the first step toward the quest Learning Python (the first posting of this slog). Continue reading ?some python modules? ... Continue reading ?R-[{Perl,Python}] Interface? ... ADS . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/category/programming-languages/index.html -- 52.0 Кб -- 01.03.2014
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717. The AstroStat Slog kernel density estimation
... Posts tagged ?kernel density estimation? ... I couldn?t believe my eyes when I saw 4754 degrees of freedom (d.f.) and chi-square test statistic 4859. ... Tags: Binning , chi-square , chi-square minimization , chi-square optimization , chi-square statistic , class , degrees-of-freedom , equiprobable , goodness-of-fit test , kernel density estimation . Category: Bad AstroStat , Fitting , High-Energy , Methods , Spectral , X-ray | 2 Comments . ... Entries RSS . Comments RSS . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/kernel-density-estimation/index.html -- 20.0 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/kernel-density-estimation/index.html -- 20.0 Кб -- 01.03.2014
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718. The AstroStat Slog families of distributions
... Posts tagged ?families of distributions? ... Almost two year long scrutinizing some publications by astronomers gave me enough impression that astronomers live in the Gaussian world. ... Borel Cantelli Lemma (from Planet Math) : because of mathematical symbols, a link was made but any probability books have the lemma with proofs and descriptions. ... Tags: Borel Cantelli Lemma , CLT , families of distributions , gaussian , grand challenge , measure , non-Gaussian , probability , statisticians . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/families-of-distributions/index.html -- 22.4 Кб -- 01.03.2014
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719. The AstroStat Slog faint source fluctuations
... People . Posts tagged ?faint source fluctuations? ... They usually know what the biases are, but often tend to mislabel them, especially the Eddington and Malmquist types. ... Tags: bias , detection threshold , Eddington , faint source fluctuations , logN-logS , luminosity function , Malmquist . Category: Astro , Bad AstroStat , Jargon | 3 Comments . ... Entries RSS . Comments RSS . ... General comments . ... vlk on [MADS] Parallel Coordinates . ... Entries (RSS) and Comments (RSS) . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/faint-source-fluctuations/index.html -- 19.6 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/faint-source-fluctuations/index.html -- 19.6 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/faint-source-fluctuations/index.html -- 19.6 Кб -- 01.03.2014
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720. The AstroStat Slog Kullback-Leibler distance
... Posts tagged ?Kullback-Leibler distance? ... Later, I decided to do further investigation on that subject and this paper came along: Astrostatistics: Goodness-of-Fit and All That! by Babu and Feigelson. ... 7 Comments . ... Entries RSS . Comments RSS . ... General comments . ... vlk on [MADS] Parallel Coordinates . upvc windows on [MADS] Parallel Coordinates . ... Alfred Inselberg on [MADS] Parallel Coordinates . ... SAMSI AstroStat Prog. ... Entries (RSS) and Comments (RSS) . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/tag/kullback-leibler-distance/index.html -- 20.8 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/tag/kullback-leibler-distance/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/tag/kullback-leibler-distance/index.html -- 20.8 Кб -- 01.03.2014
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