A Course in Mathematical Statistics

Released on by George G. Roussas
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  • A Course in Mathematical Statistics Book Detail

  • Author : George G. Roussas
  • Release Date : 1997-03-12
  • Publisher : Elsevier
  • Genre : Mathematics
  • Pages : 594
  • ISBN 13 : 0080493149
  • File Size : 33,33 MB
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A Course in Mathematical Statistics by George G. Roussas PDF Summary

Book Description: A Course in Mathematical Statistics, Second Edition, contains enough material for a year-long course in probability and statistics for advanced undergraduate or first-year graduate students, or it can be used independently for a one-semester (or even one-quarter) course in probability alone. It bridges the gap between high and intermediate level texts so students without a sophisticated mathematical background can assimilate a fairly broad spectrum of the theorems and results from mathematical statistics. The coverage is extensive, and consists of probability and distribution theory, and statistical inference. * Contains 25% new material * Includes the most complete coverage of sufficiency * Transformation of Random Vectors * Sufficiency / Completeness / Exponential Families * Order Statistics * Elements of Nonparametric Density Estimation * Analysis of Variance (ANOVA) * Regression Analysis * Linear Models

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