Statistical Problems in Particle Physics, Astrophysics and Cosmology: proceedings of PHYSTAT05, Oxford, UK, 12-15 September 2005
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
London
Imperial College Press
c2006
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| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Includes bibliographical references Bayes/frequentist. Frequentist and Bayesian statistics : A critique (keynote address) / D. R. Cox. Generalized frequentist methods for calculating p-values and confidence intervals / L. Demortier. Bayesian reference analysis / L. Demortier. Cosmological Bayesian model selection / R. Trotta. Towards reconciliation between Bayesian and frequentist reasoning / T. Podobnik and T. Zivko -- Goodness of fit. Goodness of fit -- With a view towards particle physics / S. L. Lauritzen. Goodness-of-fit for sparse distributions in high energy physics / B. Yabsley. Likelihood analysis and goodness-of-fit in low counting rate experiments / A. Ianni -- The "sieve" algorithm -- Sifting data in the real world / M. M. Block. X[symbol] test for the comparison of weighted and unweighted histograms / N. D. Gagunashvili -- - Likelihood/parameter estimation. Reduction of the number of variables in parameter inference / G. Zech. Errors from the likelihood function / R. J. Barlow. Asymmetric statistical errors / R. J. Barlow. Bias-free estimation in multicomponent maximum likelihood fits with component-dependent templates / P. Catastini and G. Punzi. Least squares approach to the alignment of the generic high precision tracking system / P. Bruckman de Renstrom and S. Haywood. A new fast track-fit algorithm based on broken lines / V. Blobel -- - Nuisance parameters/limits/discovery. Treatment of nuisance parameters in high energy physics, and possible justifications and improvements in the statistics literature / R. D. Cousins. Response (to cousins) / N. Reid. Ordering algorithms and confidence intervals in the presence of nuisance parameters / G. Punzi. Likelihood ratio intervals with Bayesian treatment of uncertainties : Coverage, power and combined experiments / J. Conrad and F. Tegenfeldtf. Limits and confidence intervals in the presence of nuisance parameters / W. A. Rolke, A. M. Lopez and J. Conrad. The Bayesian approach to setting limits : What to avoid / J. Heinrich. Statistically dual distributions in statistical inference / S. I. Bityukov ... [et al.]. Program for evaluation of significance, confidence intervals and limits by direct calculation of probabilities / S. I. Bityukov ... [et al.]. Examining the balance between optimising an analysis for best limit setting and best discovery potential / G. C. Hill ... - [et al.]. Statistical challenges for searches for new physics at the LHC / K. Cranmer Machine learning. Separating signal from background using ensembles of rules / J. H. Friedman. Comment on "separating signal from background using ensembles of rules" / H. B. Prosper. Boosted decision trees, a powerful event classifier / B. P. Roe, H.-J. Yang and J. Zhu. Optimization of signal significance by bagging decision trees / I. Narsky (delivered by H. B. Prosper). Nonparametric Bayesian classification with massive datasets : Large-scale quasar discovery / A. Gray ... [eta l.]. Bayesian neural networks / P. C. Bhat and H. B. Prosper. Signal enhancement using multivariate classification techniques and physical constraints / R. Vilalta ... [et al.] -- - Software. Software for statistics for physics / J. T. Linnemann. Statistical computations with astrogrid and the grid / R. Nichol ... [et al.]. gPlot : A quick introduction / M. Pivk (delivered by F. Le Diberder). Easy data analysis using R / M. Paterno. Statistics in root / R. Brun, A. Kreshuk and L. Moneta. The roofit toolkit for data modeling / W. Verkerke and D. Kirkby. An update on the goodness-of-fit statistical toolkit / B. Mascialino ... [et al.]. CEDAR : Combined e-science data analysis resource / A. Buckley -- Visualisation. Visualising data / S. Holmes -- - Astrophysics. Astrophysics with terabytes of data / A. S. Szalay. Multiscale geometric analysis of the 2DF data / J.-L. Starck, V. J. Martinez and E. Saar. Application of a multidimensional wavelet denoising algorithm for the detection and characterization of astrophysical sources of gamma rays / S. W. Digel ... [et al.]. Higher criticism statistic : Theory and applications in non-Gaussian detection / J. Jin. Expected principal component analysis of cosmic microwave background anisotropies / S. Leach -- Time series. On-line inference for data streams / P. Clifford -- Deconvolution. Some aspects of statistical image modelling and restoration / D. M. Titterington. Iterative inversion methods for statistical inverse problems / N. Bissantz. Unfolding with system identification / N. D. Gagunashvili -- Summaries. Statistics in astrophysics and cosmology : Phystat05 / A. H. Jaffe. Summary of some statistical issues / N. Reid. Concluding talk : Physics / G. J. Feldman These proceedings comprise current statistical issues in analyzing data in particle physics, astrophysics and cosmology, as discussed at the PHYSTAT05 conference in Oxford. This is a continuation of the popular PHYSTAT series; previous meetings were held at CERN (2000), Fermilab (2000), Durham (2002) and Stanford (2003). In-depth discussions on topical issues are presented by leading statisticians and research workers in their relevant fields. Included are invited reviews and contributed research papers presenting the latest, state-of-the-art techniques |
| Beschreibung: | 1 Online-Ressource (xi, 310 p.) |
| ISBN: | 1860948987 9781860948985 |
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| 245 | 1 | 0 | |a Statistical Problems in Particle Physics, Astrophysics and Cosmology |b proceedings of PHYSTAT05, Oxford, UK, 12-15 September 2005 |c editors, Louis Lyons. Müge Karagöz Ünel |
| 246 | 1 | 3 | |a PHYSTAT05 |
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| 500 | |a - Likelihood/parameter estimation. Reduction of the number of variables in parameter inference / G. Zech. Errors from the likelihood function / R. J. Barlow. Asymmetric statistical errors / R. J. Barlow. Bias-free estimation in multicomponent maximum likelihood fits with component-dependent templates / P. Catastini and G. Punzi. Least squares approach to the alignment of the generic high precision tracking system / P. Bruckman de Renstrom and S. Haywood. A new fast track-fit algorithm based on broken lines / V. Blobel -- | ||
| 500 | |a - Nuisance parameters/limits/discovery. Treatment of nuisance parameters in high energy physics, and possible justifications and improvements in the statistics literature / R. D. Cousins. Response (to cousins) / N. Reid. Ordering algorithms and confidence intervals in the presence of nuisance parameters / G. Punzi. Likelihood ratio intervals with Bayesian treatment of uncertainties : Coverage, power and combined experiments / J. Conrad and F. Tegenfeldtf. Limits and confidence intervals in the presence of nuisance parameters / W. A. Rolke, A. M. Lopez and J. Conrad. The Bayesian approach to setting limits : What to avoid / J. Heinrich. Statistically dual distributions in statistical inference / S. I. Bityukov ... [et al.]. Program for evaluation of significance, confidence intervals and limits by direct calculation of probabilities / S. I. Bityukov ... [et al.]. Examining the balance between optimising an analysis for best limit setting and best discovery potential / G. C. Hill ... | ||
| 500 | |a - [et al.]. Statistical challenges for searches for new physics at the LHC / K. Cranmer | ||
| 500 | |a Machine learning. Separating signal from background using ensembles of rules / J. H. Friedman. Comment on "separating signal from background using ensembles of rules" / H. B. Prosper. Boosted decision trees, a powerful event classifier / B. P. Roe, H.-J. Yang and J. Zhu. Optimization of signal significance by bagging decision trees / I. Narsky (delivered by H. B. Prosper). Nonparametric Bayesian classification with massive datasets : Large-scale quasar discovery / A. Gray ... [eta l.]. Bayesian neural networks / P. C. Bhat and H. B. Prosper. Signal enhancement using multivariate classification techniques and physical constraints / R. Vilalta ... [et al.] -- | ||
| 500 | |a - Software. Software for statistics for physics / J. T. Linnemann. Statistical computations with astrogrid and the grid / R. Nichol ... [et al.]. gPlot : A quick introduction / M. Pivk (delivered by F. Le Diberder). Easy data analysis using R / M. Paterno. Statistics in root / R. Brun, A. Kreshuk and L. Moneta. The roofit toolkit for data modeling / W. Verkerke and D. Kirkby. An update on the goodness-of-fit statistical toolkit / B. Mascialino ... [et al.]. CEDAR : Combined e-science data analysis resource / A. Buckley -- Visualisation. Visualising data / S. Holmes -- | ||
| 500 | |a - Astrophysics. Astrophysics with terabytes of data / A. S. Szalay. Multiscale geometric analysis of the 2DF data / J.-L. Starck, V. J. Martinez and E. Saar. Application of a multidimensional wavelet denoising algorithm for the detection and characterization of astrophysical sources of gamma rays / S. W. Digel ... [et al.]. Higher criticism statistic : Theory and applications in non-Gaussian detection / J. Jin. Expected principal component analysis of cosmic microwave background anisotropies / S. Leach -- Time series. On-line inference for data streams / P. Clifford -- Deconvolution. Some aspects of statistical image modelling and restoration / D. M. Titterington. Iterative inversion methods for statistical inverse problems / N. Bissantz. Unfolding with system identification / N. D. Gagunashvili -- Summaries. Statistics in astrophysics and cosmology : Phystat05 / A. H. Jaffe. Summary of some statistical issues / N. Reid. Concluding talk : Physics / G. J. Feldman | ||
| 500 | |a These proceedings comprise current statistical issues in analyzing data in particle physics, astrophysics and cosmology, as discussed at the PHYSTAT05 conference in Oxford. This is a continuation of the popular PHYSTAT series; previous meetings were held at CERN (2000), Fermilab (2000), Durham (2002) and Stanford (2003). In-depth discussions on topical issues are presented by leading statisticians and research workers in their relevant fields. Included are invited reviews and contributed research papers presenting the latest, state-of-the-art techniques | ||
| 650 | 7 | |a SCIENCE / Physics / Astrophysics |2 bisacsh | |
| 650 | 7 | |a Astrophysics |2 fast | |
| 650 | 7 | |a Cosmology |2 fast | |
| 650 | 7 | |a Particles (Nuclear physics) |2 fast | |
| 650 | 7 | |a Statistical astronomy |2 fast | |
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| 650 | 4 | |a Cosmology |v Congresses | |
| 655 | 7 | |0 (DE-588)1071861417 |a Konferenzschrift |2 gnd-content | |
| 700 | 1 | |a Lyons, Louis |e Sonstige |4 oth | |
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| spelling | Conference on Statistical Problems in Particle Physics, Astrophysics and Cosmology <2005, Oxford, England> Verfasser aut Statistical Problems in Particle Physics, Astrophysics and Cosmology proceedings of PHYSTAT05, Oxford, UK, 12-15 September 2005 editors, Louis Lyons. Müge Karagöz Ünel PHYSTAT05 London Imperial College Press c2006 1 Online-Ressource (xi, 310 p.) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references Bayes/frequentist. Frequentist and Bayesian statistics : A critique (keynote address) / D. R. Cox. Generalized frequentist methods for calculating p-values and confidence intervals / L. Demortier. Bayesian reference analysis / L. Demortier. Cosmological Bayesian model selection / R. Trotta. Towards reconciliation between Bayesian and frequentist reasoning / T. Podobnik and T. Zivko -- Goodness of fit. Goodness of fit -- With a view towards particle physics / S. L. Lauritzen. Goodness-of-fit for sparse distributions in high energy physics / B. Yabsley. Likelihood analysis and goodness-of-fit in low counting rate experiments / A. Ianni -- The "sieve" algorithm -- Sifting data in the real world / M. M. Block. X[symbol] test for the comparison of weighted and unweighted histograms / N. D. Gagunashvili -- - Likelihood/parameter estimation. Reduction of the number of variables in parameter inference / G. Zech. Errors from the likelihood function / R. J. Barlow. Asymmetric statistical errors / R. J. Barlow. Bias-free estimation in multicomponent maximum likelihood fits with component-dependent templates / P. Catastini and G. Punzi. Least squares approach to the alignment of the generic high precision tracking system / P. Bruckman de Renstrom and S. Haywood. A new fast track-fit algorithm based on broken lines / V. Blobel -- - Nuisance parameters/limits/discovery. Treatment of nuisance parameters in high energy physics, and possible justifications and improvements in the statistics literature / R. D. Cousins. Response (to cousins) / N. Reid. Ordering algorithms and confidence intervals in the presence of nuisance parameters / G. Punzi. Likelihood ratio intervals with Bayesian treatment of uncertainties : Coverage, power and combined experiments / J. Conrad and F. Tegenfeldtf. Limits and confidence intervals in the presence of nuisance parameters / W. A. Rolke, A. M. Lopez and J. Conrad. The Bayesian approach to setting limits : What to avoid / J. Heinrich. Statistically dual distributions in statistical inference / S. I. Bityukov ... [et al.]. Program for evaluation of significance, confidence intervals and limits by direct calculation of probabilities / S. I. Bityukov ... [et al.]. Examining the balance between optimising an analysis for best limit setting and best discovery potential / G. C. Hill ... - [et al.]. Statistical challenges for searches for new physics at the LHC / K. Cranmer Machine learning. Separating signal from background using ensembles of rules / J. H. Friedman. Comment on "separating signal from background using ensembles of rules" / H. B. Prosper. Boosted decision trees, a powerful event classifier / B. P. Roe, H.-J. Yang and J. Zhu. Optimization of signal significance by bagging decision trees / I. Narsky (delivered by H. B. Prosper). Nonparametric Bayesian classification with massive datasets : Large-scale quasar discovery / A. Gray ... [eta l.]. Bayesian neural networks / P. C. Bhat and H. B. Prosper. Signal enhancement using multivariate classification techniques and physical constraints / R. Vilalta ... [et al.] -- - Software. Software for statistics for physics / J. T. Linnemann. Statistical computations with astrogrid and the grid / R. Nichol ... [et al.]. gPlot : A quick introduction / M. Pivk (delivered by F. Le Diberder). Easy data analysis using R / M. Paterno. Statistics in root / R. Brun, A. Kreshuk and L. Moneta. The roofit toolkit for data modeling / W. Verkerke and D. Kirkby. An update on the goodness-of-fit statistical toolkit / B. Mascialino ... [et al.]. CEDAR : Combined e-science data analysis resource / A. Buckley -- Visualisation. Visualising data / S. Holmes -- - Astrophysics. Astrophysics with terabytes of data / A. S. Szalay. Multiscale geometric analysis of the 2DF data / J.-L. Starck, V. J. Martinez and E. Saar. Application of a multidimensional wavelet denoising algorithm for the detection and characterization of astrophysical sources of gamma rays / S. W. Digel ... [et al.]. Higher criticism statistic : Theory and applications in non-Gaussian detection / J. Jin. Expected principal component analysis of cosmic microwave background anisotropies / S. Leach -- Time series. On-line inference for data streams / P. Clifford -- Deconvolution. Some aspects of statistical image modelling and restoration / D. M. Titterington. Iterative inversion methods for statistical inverse problems / N. Bissantz. Unfolding with system identification / N. D. Gagunashvili -- Summaries. Statistics in astrophysics and cosmology : Phystat05 / A. H. Jaffe. Summary of some statistical issues / N. Reid. Concluding talk : Physics / G. J. Feldman These proceedings comprise current statistical issues in analyzing data in particle physics, astrophysics and cosmology, as discussed at the PHYSTAT05 conference in Oxford. This is a continuation of the popular PHYSTAT series; previous meetings were held at CERN (2000), Fermilab (2000), Durham (2002) and Stanford (2003). In-depth discussions on topical issues are presented by leading statisticians and research workers in their relevant fields. Included are invited reviews and contributed research papers presenting the latest, state-of-the-art techniques SCIENCE / Physics / Astrophysics bisacsh Astrophysics fast Cosmology fast Particles (Nuclear physics) fast Statistical astronomy fast Statistical astronomy Congresses Particles (Nuclear physics) Congresses Astrophysics Congresses Cosmology Congresses (DE-588)1071861417 Konferenzschrift gnd-content Lyons, Louis Sonstige oth Ünel, Müge Karagöz Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=210860 Aggregator Volltext |
| spellingShingle | Statistical Problems in Particle Physics, Astrophysics and Cosmology proceedings of PHYSTAT05, Oxford, UK, 12-15 September 2005 SCIENCE / Physics / Astrophysics bisacsh Astrophysics fast Cosmology fast Particles (Nuclear physics) fast Statistical astronomy fast Statistical astronomy Congresses Particles (Nuclear physics) Congresses Astrophysics Congresses Cosmology Congresses |
| subject_GND | (DE-588)1071861417 |
| title | Statistical Problems in Particle Physics, Astrophysics and Cosmology proceedings of PHYSTAT05, Oxford, UK, 12-15 September 2005 |
| title_alt | PHYSTAT05 |
| title_auth | Statistical Problems in Particle Physics, Astrophysics and Cosmology proceedings of PHYSTAT05, Oxford, UK, 12-15 September 2005 |
| title_exact_search | Statistical Problems in Particle Physics, Astrophysics and Cosmology proceedings of PHYSTAT05, Oxford, UK, 12-15 September 2005 |
| title_full | Statistical Problems in Particle Physics, Astrophysics and Cosmology proceedings of PHYSTAT05, Oxford, UK, 12-15 September 2005 editors, Louis Lyons. Müge Karagöz Ünel |
| title_fullStr | Statistical Problems in Particle Physics, Astrophysics and Cosmology proceedings of PHYSTAT05, Oxford, UK, 12-15 September 2005 editors, Louis Lyons. Müge Karagöz Ünel |
| title_full_unstemmed | Statistical Problems in Particle Physics, Astrophysics and Cosmology proceedings of PHYSTAT05, Oxford, UK, 12-15 September 2005 editors, Louis Lyons. Müge Karagöz Ünel |
| title_short | Statistical Problems in Particle Physics, Astrophysics and Cosmology |
| title_sort | statistical problems in particle physics astrophysics and cosmology proceedings of phystat05 oxford uk 12 15 september 2005 |
| title_sub | proceedings of PHYSTAT05, Oxford, UK, 12-15 September 2005 |
| topic | SCIENCE / Physics / Astrophysics bisacsh Astrophysics fast Cosmology fast Particles (Nuclear physics) fast Statistical astronomy fast Statistical astronomy Congresses Particles (Nuclear physics) Congresses Astrophysics Congresses Cosmology Congresses |
| topic_facet | SCIENCE / Physics / Astrophysics Astrophysics Cosmology Particles (Nuclear physics) Statistical astronomy Statistical astronomy Congresses Particles (Nuclear physics) Congresses Astrophysics Congresses Cosmology Congresses Konferenzschrift |
| url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=210860 |
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