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2201. The AstroStat Slog Blog Archive [Book] pattern recognition and machine learning
... Archives . ... While I was reading abstracts and papers from astro-ph, I saw many applications of algorithms from pattern recognition and machine learning (PRML). ... Other than studies about outliers, survey and population studies generally involve machine learning and pattern recognition , or supervised learning and unsupervised learning , or classification and clustering , or statistical learning . ... Tags: Bishop , catalog , machine learning , pattern recognition , PCML , SPS , survey . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/pml/index.html -- 22.8 Кб -- 01.03.2014
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2202. The AstroStat Slog Blog Archive PCA
... Archives . ... Prof. Speed writes columns for IMS Bulletin and the April 2008 issue has Terence?s Stuff: PCA (p.9). ... Well, I?ve seen my three miracles of exploratory data analysis, examples where I found I had a problem, and could do something about it using PCA, so now I?m a believer. No need to mention that astronomers explore data with PCA and utilize eigen- values and vectors to transform raw data into more interpretable ones. ... Comment ( RSS ) | ... vlk on [MADS] Parallel Coordinates . ...
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2203. The AstroStat Slog Blog Archive GSL ? GNU Scientific Library
... Archives . ... I?ve talked about IMSL on my pyIMSL post, which is a commercial scientific library. There is a GNU version of IMSL, GSL. ... The GNU Scientific Library (GSL) is a numerical library for C and C++ programmers. ... Added] See my pyIMSL where I made links to IMSL manuals. ... Tags: C/C++ , GNU , GSL , IMSL , Jiangang . ... There are interfaces for it available for R ( http://cran.r-project.org/web/packages/gsl/index.html ) and Python ( http://pygsl.sourceforge.net/ ). ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/gsl/index.html -- 26.1 Кб -- 01.03.2014
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2204. The AstroStat Slog Blog Archive Borel Cantelli Lemma for the Gaussian World
... Archives . ... 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. ... Here?s the question; ?Do astronomers believe the Borel Cantelli Lemma (BCL) for their Gaussian world? ... 0 and therefore, P(Gaussian world)<1 in reality.[ ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/bcl/index.html -- 28.9 Кб -- 01.03.2014
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2205. The AstroStat Slog SCMA
Weaving together Astronomy+Statistics+Computer Science+Engineering+Intrumentation, far beyond the growing borders . ... Summer School in Statistics for Astronomers VII (June 6-10, 2011) . ... Statistical Challenges in Modern Astronomy V (June 13-17, 2011) * . ... Summer School in Statistics for Astronomers : The seventh summer school is an intensive week covering basic statistical inference, several fields of applied statistics, and hands-on experience with the R computing environment. ...
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2206. The AstroStat Slog June
... Posts tagged ?June? Jan 14th, 2011| 10:35 pm | ... via David van Dyk, information about 3 events in astrostatistics hosted by Penn State?s Center for Astrostatistics: . Summer School in Statistics for Astronomers VII (June 6-10, 2011) . ... Tags: 2011 , Announcement , conference , June , June 2011 , Penn State , SCMA , SCMA V . ... Penn State University . ... Announce] AstroStat Summer School at Penn State? Tags: 2009 , Announcement , AstroStat , June , Penn State , summer school . ...
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2207. The AstroStat Slog HEAD
... We organized a Special Session on Time Series in High Energy Astrophysics: Techniques Applicable to Multi-Dimensional Analysis on Sep 7, 2011, at the AAS-HEAD conference at Newport, RI. The talks presented at the session are archived at http://hea-www.harvard.edu/AstroStat/#head2011 . ... April 3 , and we have been allocated a slot for an AstroStatistics session. ... Tags: 2008 , AAS , April , astrostatistics , HEAD , Los Angeles , March , Methods , Omni , special session , techniques , workshop . ...
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2208. The AstroStat Slog FITS
... Posts tagged ?FITS? ... Category: Astro , Cross-Cultural , News | Comment . ... In two years of this slog?s life, there?s no posting by a statistician, except one about BEHR . Statisticians are busy and well distracted by other fields with more tangible data sets. ... 1 ] Continue reading ?data analysis system and its documentation? ... These tools might be useful for statisticians who want to convert astronomers? data format called fits into ascii quickly for a statistical analysis. ...
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2209. The AstroStat Slog data
... People . ... Tags: astro catalogs , Challenge , data , question . Category: Astro , Jargon , Objects , Stars , Uncertainty | ... Tags: data , data model , DM , IVOA , Jargon , model , virtual observatory , VOA . ... 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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2210. The AstroStat Slog ciao
... Sherpa is a fitting environment in which Chandra data (and really, X-ray data from any observatory) can be analyzed. ... 1 ] Continue reading ?data analysis system and its documentation? ... Although ciao is not the only tool for Chandra data analysis, it was specifically designed for it. ... Tags: aperture photometry , background , background marginalization , background subtraction , celldetect , Chandra , ciao , EotW , Equation , error propagation , ldetect , local detect , wavdetect , X-ray . ...
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2211. The AstroStat Slog book
... Posts tagged ?book? ... Posted by hlee . ... Continue reading ?[ ... Tags: book , Brieman , cigar , Clinton , data mining , Friedman , Hastie , KDD , light curve , machine learning , SCMA , shaking hands , SN , statistical learning , Supernova , Tibshirani . ... Comment . ... Category: Bad AstroStat , Cross-Cultural , Quotes | ... Continue reading ?A book by David Freedman? ... Here are some good ones written by astronomers, engineers, and statisticians: Continue reading ?Books ? ... 12 Comments . ...
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2212. The AstroStat Slog 2011
... We organized a Special Session on Time Series in High Energy Astrophysics: Techniques Applicable to Multi-Dimensional Analysis on Sep 7, 2011, at the AAS-HEAD conference at Newport, RI. ... Irregular data gaps/unevenly sampled data . ... Contributed papers for the SCMA V conference are welcome . ... SCMA V conference : Held every five years, SCMA conferences are the premier cross-disciplinary forum for research statisticians and astronomers to discuss methodological issues of mutual interest. ...
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2213. The AstroStat Slog 2010
... The schedule for the mini-Workshop on Computational AstroStatistics is set: http://hea-www.harvard.edu/AstroStat/CAS2010/#schedule . ... The Section on Bayesian Statistical Science (SBSS) of the American Statistical Association (ASA) would like to announce its 2010 student paper competition.б? Winners of the competition will receive partial support for attending the 2010 Joint Statistical Meetings (JSM) in Vancouver, BC. ... b)б?б?б?б?б? Abstract number (from the ASA JSM 2010 abstract submission) . ...
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2214. The AstroStat Slog
... Jun 5th, 2007| 03:49 pm | ... Leccardi & Molendi (2007) have a paper in A&A ( astro-ph/0705.4199 ) discussing the biases in parameter estimation when spectral fitting is confronted with low counts data. ... Category: arXiv , Bad AstroStat , Fitting , Methods , Spectral , Stat | ... 2001 , Protassov et al. 2002 , etc.), there still exist numerous problems and limitations in the standard statistical methodologies that are routinely applied to astrophysical data. ... Tags: category , Jargon , slog . ...
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2215. The AstroStat Slog
... Jul 5th, 2007| 04:13 pm | Posted by aconnors . ... It is clearly wrong to say that automated fitting of models to data is impossible. ... Category: Algorithms , Astro , Data Processing , gamma-ray , High-Energy , Imaging , Methods , Quotes , Stat , Timing , X-ray | 1 Comment . ... From arXiv/astro-ph:0706.4484 . ... Category: arXiv , Astro , Bayesian , Data Processing , Fitting , Frequentist , Methods , Spectral | ... Jun 28th, 2007| 01:01 am | ... Category: Bayesian , Methods , Stat | ...
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2216. The AstroStat Slog
... Aug 2nd, 2007| 10:18 pm | Posted by aconnors . ... Category: Cross-Cultural , Quotes | Comment . Jul 27th, 2007| 02:46 pm | ... Category: Algorithms , arXiv , Astro , Data Processing , Misc , Optical | ... 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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2217. The AstroStat Slog
... Aug 22nd, 2007| 08:55 pm | Posted by hlee . From arxiv/astro-ph:0708.1204v3 . ... Continue reading . Tags: age , binary , CMD , Hurley , isochrone , metalicity , synthetic model . Category: arXiv , Fitting , Stars | ... The withering criticisms Hyunsook has been directing towards the faulty use of chisquare by astronomers brings to mind this classic comment by [astronomer] Jeremy Drake during the 2005 Chandra Calibration Workshop: ?Continue reading . ... Aug 19th, 2007| 11:35 pm | ...
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2218. The AstroStat Slog
Weaving together Astronomy+Statistics+Computer Science+Engineering+Intrumentation, far beyond the growing borders . ... Sep 11th, 2007| 01:36 am | Posted by hlee . From arxiv/astro-ph:0709.1144v1 : . ... Category: arXiv , Astro , Frequentist , Stat | Comment . ... Category: arXiv , Astro , Data Processing , Fitting , Methods , Uncertainty | ... Sep 10th, 2007| 12:15 pm | ... I once talked about the relationship between astronomers and statisticians in the slog posting Data Doctors. ...
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2219. The AstroStat Slog
... Sep 30th, 2007| 11:29 pm | Posted by hlee . ... Category: arXiv | 1 Comment . Sep 29th, 2007| 06:03 pm | ... Please, check a link in VOstat (http://hea-www.harvard.edu/AstroStat/slog/2007/vostat) for more information about VOstat. ... In addition to preprints discussed in [ArXiv] Swift and XMM measurement errors , [ArXiv] SVM and galaxy morphological classification, Sept. 10, 2007 , and [ArXiv] Recent bayesian studies from astro-ph , I wish to point a few more out from this week. ...
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2220. The AstroStat Slog
... Oct 24th, 2007| 09:15 pm | Posted by hlee . ... Continue reading . see the slog posting ?Virtual Observatory? [ ? see the slog posting ?The power of wavedetect? ... Category: Algorithms , Cross-Cultural , Data Processing , Imaging | 5 Comments . Oct 21st, 2007| 03:59 pm | Posted by vlk . ... Quite interesting papers were up at arXiv, including a theoretical statistics paper that no astronomer manages to miss. ... Category: arXiv , Bad AstroStat , Bayesian , Stat , Uncertainty | ...
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