Statistical challenges in modern astronomy II
著者
書誌事項
Statistical challenges in modern astronomy II
Springer, c1997
大学図書館所蔵 全16件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Includes bibliographical references and index
内容説明・目次
内容説明
Modern astronomical research faces a vast range of statistical issues which have spawned a revival in methodological activity among astronomers. The Statistical Challenges in Modern Astronomy II conference brought astronomers and statisticians together to discuss methodological issues of common interest. Time series analysis, image analysis, Bayesian methods, Poisson processes, nonlinear regression, maximum likelihood, multivariate classification, and wavelet and multiscale analyses were all important themes. Many problems were introduced at the conference in the context of large-scale astronomical projects including LIGO, AXAF, XTE, Hipparcos, and digitised sky surveys. As such, this volume will be of interest to researchers and advanced students in both fields - astronomers seeking exposure to recent developments in statistics, and statisticians interested in confronting new problems.
目次
1 Pre and Post Least Squares: The Emergence of Robust Estimation.- 2 Some Recent Developments in Bayesian Analysis, with Astronomical Illustrations.- 3 Bayesian Analysis of Lunar Laser Ranging Data.- 4 Modern Statistical Methods for Cosmological Testing.- 5 Comparing Censoring and Random Truncation via Nonparametric Estimation of a Distribution Function.- 6 Astronomical (Heteroscedastic) Measurement Errors: Statistical Issues and Problems.- 7 New Problems and Approaches Related to Large Databases in Astronomy.- 8 Object Classification in Astronomical Images.- 9 Recent Advances in Large-scale Structure Statistics.- 10 Wavelet Transform and Multiscale Vision Models.- 11 Statistical Software, Siftware and Astronomy.- 12 Statistical Issues in the MACHO Project.- 13 LIGO: Identifying Gravitational Waves.- 14 AXAF Data Analysis Challenges.- 15 Statistical Aspects of the Hipparcos Photometric Data.- 16 Application of Wavelet Analysis to the Study of Time-dependent Spectra.- 17 Nonparametric Methods for Time Series and Dynamical Systems.- 18 Quantifying Rapid Variability in Accreting Compact Objects.- 19 Wavelet and Other Multi-resolution Methods for Time Series Analysis.- 20 An Overview of "SCMA II".- 21 Late-Night Thoughts of a Classical Astronomer.- 22 Algorithms for the Detection of Monochromatic and Stochastic Gravitational Waves.- 23 Statistical Tests for Changing Periods in Sparsely Sampled Data.- 24 Analyzing X-ray Variability by Linear State Space Models.- 25 The Time Interferometer: Spectral Analysis of the Gapped Time Series from the Stand Point of Interferometry.- 26 Structures in Random Fields.- 27 The New ?-CFAR Detector For Astronomical Image Processing.- 28 Bayesian Image Reconstruction with Noise Suppression.- 29 Astronomical Images Restoration by the Multiscale Maximum Entropy Method.- 30 Nested Test for Point Sources.- 31 Segmenting Chromospheric Images with Markov Random Fields.- 32 Analysis of Hipparcos Data in the Orthonormal Wavelet Representation.- 33 Statistical Properties of Wavelet Transforms Applied to X-Ray Source Detection.- 34 Wavelet Based X-Ray Spatial Analysis: Statistical Issues.- 35 Wavelet and Multifractal Analyses of Spatial and Temporal Solar Activity Variations.- 36 Wavelets in Unevenly Spaced Data: OJ 287 light curve.- 37 Wavelet Based Analysis of Cosmic Gamma-Ray Burst Time Series.- 38 Smoothed Nonparametic Density Estimation for Censored or Truncated Samples.- 39 Luminosity and Kinematics: A Maximum Likelihood Algorithm for Exploitation of the Hipparcos Data.- 40 Assessing Statistical Accuracy to the Orbital Elements of Visual Double Stars by Means of Bootstrap.- 41 A Poisson Parable: Bias in Linear Least Squares Estimation.- 42 Neural Network Classification of Stellar Spectra.- 43 Multidimensional Index for Highly Clustered Data with Large Density Contrasts.- 44 Quantitative Morphology of Moderate Redshift Peculiar Galaxies.- 45 Bayesian Inference on Mixed Luminosity Functions.- 46 Stochastic Solutions for the Hipparcos Astrometric Data Merging.- 47 Identification of Nonlinear Factors in Cosmic Gamma-ray Bursts.- 48 Statistical Challenges in Asteroid Dynamics.- 49 Brief Annotated Bibliography on Point Processes.- 50 Testing the Hubble Law from Magnitude-Redshift Data of Field Galaxies: The Effect of the Shape of the Luminosity Function.
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