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581. The AstroStat Slog Blog Archive From Quantile Probability and Statistical Data
... Archives . ... by Emanuel Parzen in Statistical Science 2004, Vol 19(4), pp.652-662 JSTOR . I teach that statistics (done the quantile way) can be simultaneously frequentist and Bayesian, confidence intervals and credible intervals, parametric and nonparametric, continuous and discrete data. My first step in data modeling is identification of parametric models; if they do not fit, we provide nonparametric models for fitting and simulating the data. ... Comment ( RSS ) | ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2009/from-quantile-probability-and-statistical-data-modeling/index.html -- 20.8 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2009/from-quantile-probability-and-statistical-data-modeling/index.html -- 20.8 Кб -- 01.03.2014
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582. The AstroStat Slog Blog Archive [ArXiv] Special Issue from Annals of Applied
Weaving together Astronomy+Statistics+Computer Science+Engineering+Intrumentation, far beyond the growing borders . ... Archives . ... There is a special issue on Atmospheric Science from the Annals of Applied Statistics , offering me intriguing discussions for finding a common ground between atmospheric science and astronomy. ... Here, provided are some interesting ones from my judegment with their [arXiv] links. ... As I write, the astrostat articles are all there. 03-24-2009, 3:25 pm . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2009/arxiv-special-issue-from-annals-of-applied-statistics/index.html -- 23.8 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2009/arxiv-special-issue-from-annals-of-applied-statistics/index.html -- 23.8 Кб -- 01.03.2014
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583. The AstroStat Slog Blog Archive working together to tackle hard problems in
Weaving together Astronomy+Statistics+Computer Science+Engineering+Intrumentation, far beyond the growing borders . ... Archives . ... Title : How Astronomers, Computer Scientists and Statisticians are working together to tackle hard problems in astronomy . ... The IIC has established an inter-disciplinary Center for Time Series with an immediate focus on astronomy. ... Chandra Blog . ... SAMSI AstroStat Prog. ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/working-together-to-tackle-hard-problems-in-astronomy/index.html -- 21.4 Кб -- 01.03.2014
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584. The AstroStat Slog Blog Archive An example of chi2 bias in fitting the X-ray
... Archives . ... The chi2 bias can affect the results of the X-ray spectral fitting and it . ... spectra using a function called ?fakeit?. ... The chi2 bias is evident in this analysis, while the . ... fitting the simulated X-ray spectra with about 60000 counts and using the . ... If the bias is determined to be an issue, sometimes the bias can be easily corrected, take for example using s^2 to estimate sigma^2 for the case of i.i.d. normal data. 11-21-2007, 4:42 am . ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2007/an-example-of-chi2-bias-in-fitting-the-x-ray-spectra/index.html -- 27.3 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2007/an-example-of-chi2-bias-in-fitting-the-x-ray-spectra/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/an-example-of-chi2-bias-in-fitting-the-x-ray-spectra/index.html -- 27.3 Кб -- 01.03.2014
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585. The AstroStat Slog Blog Archive Workshop on Algorithms for Modern Massive Data
... Archives . ... With relief, they have presentation files from the previous workshop . ... The workshop title may not attract astronomers but the contents, tools, methodologies, and theory are modern astronomy friendly. ... 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/2008/workshop-on-algorithms-for-modern-massive-data-sets/index.html -- 20.8 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2008/workshop-on-algorithms-for-modern-massive-data-sets/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/2008/workshop-on-algorithms-for-modern-massive-data-sets/index.html -- 20.8 Кб -- 01.03.2014
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586. The AstroStat Slog Blog Archive July Workshop on Bayesian & Maximum Entropy
... Archives . ... The 29th International Workshop on Bayesian and Maximum Entropy Methods in Science and Engineering will be held 5-10 July at the University of Mississippi (?Ole Miss?), in the quaint university town of Oxford, MS. The organizing committee is currently accepting submissions of abstracts for both oral and poster presentations. ... For those new to Bayesian methods, note that the workshop begins with a full day of tutorial lectures. ... Chandra Blog . ... SAMSI AstroStat Prog. ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2009/july-workshop-on-bayesian-maximum-entropy-methods/index.html -- 20.5 Кб -- 01.03.2014
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587. The AstroStat Slog Blog Archive [ArXiv] Classical confidence intervals, June
... Archives . ... ArXiv] Kernel Regression, June 20, 2007 . Quote of the Week, June 27, 2007 . Jun 27th, 2007| 02:23 pm | ... Comments on the unified approach to the construction of classical confidence intervals . ... I?ve heard a few discussions about classical confidence intervals and upper limits from particle physicists and theoretical statisticians. ... Tags: confidence interval , coverage , flip-flopping problem , upper limit . ... Chandra Blog . ... SAMSI AstroStat Prog. ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2007/arxiv-classical-confidence-intervals-june-25-2007/index.html -- 21.0 Кб -- 01.03.2014
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588. The AstroStat Slog Blog Archive Curious Cases of the Null Hypothesis...
... Archives . ... MADS] data depth . ... Even though I traced the astronomers? casual usage of the null hypothesis probability in a fashion of reporting outputs from data analysis packages of their choice, there were still some curious cases of the null hypothesis probability that I couldn?t solve. ... null hypothesis probability ? ... Tags: cases , chi-sq , curious , degree of freedom , dof , F-test , goodness-of-fit test , Model Selection , null hypothesis probability , p-value , reduced chi-sq . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2009/curious-cases-of-the-null-hypothesis-probability/index.html -- 44.9 Кб -- 01.03.2014
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589. The AstroStat Slog Blog Archive What is so special about chi square in
... Archives . ... Since I start reading arxiv/astro-ph abstracts and a few relevant papers about a month ago, so often I see chi-square something as an optimization or statistical inference tool. Chi-square function, chi-square statistics, chi-square goodness-of-fit test are the words that serve different data analysis purposes but under the same prefix. ... Nothing special. However, in astronomy, chi-square becomes the almost only method for statistical data analysis. ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2007/what-is-so-special-about-chi-square-in-astronomy/index.html -- 24.5 Кб -- 01.03.2014
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590. The AstroStat Slog Blog Archive Clay Public Lecture: Technology-driven
Weaving together Astronomy+Statistics+Computer Science+Engineering+Intrumentation, far beyond the growing borders . ... Archives . ... Clay Public Lecture . Technology-driven Statistics . ... Tags: Clay Lecture , Terry Speed . ... Just came back from the lecture (actually had dinner). Aside the lecture provided me an impression that there are similarities between micro-array data analysis and astronomy data analysis, it cast me a question, ?What is the role of statistics?? ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2007/clay-public-lecture-technology-driven-statistics/index.html -- 20.7 Кб -- 01.03.2014
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591. The AstroStat Slog Blog Archive [Book] The Elements of Statistical Learning,
... Archives . ... In the quest of searching another good book so as to satisfy the astronomers? pursuit of (machine) learning methodology with the proper amount of statistical theories, the first great book came along is The Elements of Statistical Learning . ... The Elements of Statistical Learning by Hastie, Tibshirani, and Friedman . ... The Elements of Statistical Learning . ... Book] The Elements of Statistical Learning, 2nd Ed. mini-Workshop on Computational AstroStatistics [announcement] . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2010/book-the-elements-of-statistical-learning-2nd-ed/index.html -- 30.9 Кб -- 01.03.2014
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592. The AstroStat Slog Blog Archive Parametric Bootstrap vs. Nonparametric...
... Archives . ... In the XSPEC packages, the parametric bootstrap is command FAKEIT, which makes Monte Carlo simulation of specified spectral model. XSPEC does not provide a nonparametric bootstrap capability. Parametric Bootstrap: $$X_1^*,?, X_n^* \sim F(\cdot;\theta_n)$$ . Both $$\sqrt{n} \sup_x |F_n(x)-F(x;\theta_n)|$$ and $$\sqrt{n} \sup_x |F_n^*(x)-F(x;\theta_n^*)|$$ have the same limiting distribution. ... Nonparametric Bootstrap: $$X_1^*,?, ... Comment ( RSS ) | ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/parametric-bootstrap-vs-nonparametric-bootstrap/index.html -- 21.6 Кб -- 01.03.2014
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593. The AstroStat Slog Blog Archive [ArXiv] Spatial Correlation in the Scan
... Archives . ... ArXiv] The Importance of Being First: Position Dependent Citation Rates on arXiv:astro-ph . ... Accounting for Spatial Correlation in the Scan Statistic by Loh &Zhu [stat.AP:0712.1458] provides a picture that helps us to understand excessive false alarms in source detection when the image data set is based on the Poisson point process. ... Tags: over-dispersion , parametric bootstrap , poisson point process , posterior distribution , scan statistic , spatial correlation . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2007/arxiv-spatial-correlation-in-the-scan-statistic/index.html -- 22.5 Кб -- 01.03.2014
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594. The AstroStat Slog Blog Archive An excerpt from ?A Conversation with Leo
... Archives . ... Leo Breiman (1928-2005) was one of the most dominant statisticians from the 20th century. ... An excerpt from ?A Conversation with Leo Breiman,? from Statistical Science, by Richard Olshen (2001), 16(2), pp. 184тАУ198 , casts a second thought on the direction of statistical researches: . ... His more interesting critics can be found from Statistical Modeling: The Two Cultures, by Leo Breiman (2001), Statistical Science , Vol. ... Aug., 2001), pp. ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2007/an-excerpt-from-a-conversation-with-leo-breiman/index.html -- 21.9 Кб -- 01.03.2014
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595. The AstroStat Slog Blog Archive AstroStatistics Summer School at Penn State ?08
... Archives . ... 2008 . ... Feb 6th, 2008| 11:28 pm | ... When: June 9-14, 2008 . Where: Penn State . ... 18, 2008 [Previous years, it ended weeks before.] The summer school website: http://astrostatistics.psu.edu/su08/ . The link to the last year?s slog post is at http://hea-www.harvard.edu/AstroStat/slog/2007/astrostat-summer-school-at-psu/ . Tags: PSU , summer school . ... Joseph Hilbe on AstroStatistics School in India . ... Chandra Blog . ... SAMSI AstroStat Prog. ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/astrostatistics-summer-school-at-penn-state-08/index.html -- 19.5 Кб -- 01.03.2014
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596. The AstroStat Slog Blog Archive Scientific Programmer for the Kepler Mission
... Archives . ... Scientific Programmer for the Kepler Mission . ... RIACS is seeking scientists/engineers to help develop the Science Operations Center for the Kepler Mission at NASA Ames Research Center. ... Kepler science analysis tasks include aperture photometry and difference image analysis photometry, systematic noise removal from flux time series, and planet candidate validation. ... Tags: job announcement , Kepler mission , scientific programmer . ... Chandra Blog . ... SAMSI AstroStat Prog. ...
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597. The AstroStat Slog Blog Archive Astrostatistics: Goodness-of-Fit and All That!
... Archives . ... 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. ... As a remedy to the о?^2 method, they introduced distribution free tests, such as Kolmogorov-Smirnoff (K-S) test, Cramer-von Mises (C-vM) test, and Anderson-Darling (A-D) test. ... Furthermore, K-S tests fail when the data set is used for parameter estimation and computing the empirical distribution function. ... Chandra Blog ...
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598. The AstroStat Slog Blog Archive [ArXiv] Complete Catalog of GRBs from BeppoSAX,
... Archives . ... ArXiv] Matching Sources, July 11, 2007 . ArXiv] Random Matrix, July 13, 2007 . ... The complete catalogue of gamma-ray bursts observed by the Wide Field Cameras on board BeppoSAX by Vetere, et.al. ... It is claimed to be a complete on-line catalog of GRB observed by two wide-Field Cameras on board BeppoSAX (Click for its Wiki ) in the period of 1996-2002. It is comprised with 77 bursts and 56 GRBs with Xray light curves, covering the energy range 40-700keV. ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2007/arxiv-complete-catalog-of-grbs-from-bepposax/index.html -- 21.2 Кб -- 01.03.2014
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599. The AstroStat Slog Blog Archive A short note on Probability for astronomers
Weaving together Astronomy+Statistics+Computer Science+Engineering+Intrumentation, far beyond the growing borders . ... Archives . ... astronomy bibliography . ... I wonder any astronomy professor has similar arguments and stresses for any needs of basic probability theories to be learned among young future astrophysicists in order to prevent many statistics misuses appearing in astronomical literature. ... Because of its long history, I thought astronomy is a science of everything. ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2009/a-short-note-on-probability-for-astronomers/index.html -- 29.0 Кб -- 01.03.2014
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600. The AstroStat Slog Blog Archive Lomb-Scargle periodograms in bioinformatics
... Archives . ... A statistical method developed by insightful and brilliant astronomers is used in bioinformatics: . ... The conclusion clearly indicates the winning points of the Lomb-Scargle periodograms. The Lomb-Scargle periodogram algorithm is an effective tool for finding periodic gene expression profiles in microarray data, especially when data may be collected at arbitrary time points or when a significant proportion of data is missing. ... Comment ( RSS ) | ... Chandra Blog . ...
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Ссылки http://hea-www.harvard.edu/AstroStat/slog/groundtruth.info/AstroStat/slog/2008/lomb-scargle-periodograms-in-bioinformatics/index.html -- 20.6 Кб -- 01.03.2014
[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2008/lomb-scargle-periodograms-in-bioinformatics/index.html -- 20.6 Кб -- 01.03.2014
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[ Сохраненная копия ] Ссылки http://hea-www.harvard.edu/astrostat/slog/groundtruth.info/AstroStat/slog/2008/lomb-scargle-periodograms-in-bioinformatics/index.html -- 20.6 Кб -- 01.03.2014
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