Книга Probability and Statistical Inference Nitis Mukhopadhyay

Probability and Statistical Inference

Автор: Nitis Mukhopadhyay
Език: Английски език
Корици: С меки корици
Издател: Taylor & Francis Ltd
Наличност: 50% вероятност
Ще претърсим света
75.49 147.65 лв
Priced very competitively compared with other textbooks at this level!This gracefully organized text...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С меки корици
Издадена
2020
страници
665
EAN
9780367659493
ISBN
0367659492
Enbook ID
33061750
Издател
Теглоt
970
Размери
202 x 229 x 43

Пълно описание

Priced very competitively compared with other textbooks at this level!
This gracefully organized textbook reveals the rigorous theory of probability and statistical inference in the style of a tutorial, using worked examples, exercises, numerous figures and tables, and computer simulations to develop and illustrate concepts.

Beginning with an introduction to the basic ideas and techniques in probability theory and progressing to more rigorous topics, Probability and Statistical Inference

  • studies the Helmert transformation for normal distributions and the waiting time between failures for exponential distributions
  • develops notions of convergence in probability and distribution
  • spotlights the central limit theorem (CLT) for the sample variance
  • introduces sampling distributions and the Cornish-Fisher expansions
  • concentrates on the fundamentals of sufficiency, information, completeness, and ancillarity
  • explains Basu''s Theorem as well as location, scale, and location-scale families of distributions
  • covers moment estimators, maximum likelihood estimators (MLE), Rao-Blackwellization, and the Cramér-Rao inequality
  • discusses uniformly minimum variance unbiased estimators (UMVUE) and Lehmann-Scheffé Theorems
  • focuses on the Neyman-Pearson theory of most powerful (MP) and uniformly most powerful (UMP) tests of hypotheses, as well as confidence intervals
  • includes the likelihood ratio (LR) tests for the mean, variance, and correlation coefficient
  • summarizes Bayesian methods
  • describes the monotone likelihood ratio (MLR) property
  • handles variance stabilizing transformations
  • provides a historical context for statistics and statistical discoveries
  • showcases great statisticians through biographical notes

    Employing over 1400 equations to reinforce its subject matter, Probability and Statistical Inference is a groundbreaking text for first-year graduate and upper-level undergraduate courses in probability and statistical inference who have completed a calculus prerequisite, as well as a supplemental text for classes in Advanced Statistical Inference or Decision Theory.
  • Може също да ви хареса

    All of Statistics

    Larry Wasserman
    59.02 115.43 лв

    Probability and Statistical Inference

    Jeremy (London School of Economics Penzer
    72.48 141.76 лв
    34.86 68.17 лв
    35.81 70.04 лв
    188.72 369.10 лв
    134.57 263.19 лв
    41.03 80.26 лв
    228.25 446.42 лв
    11.00 21.51 лв
    137.58 269.08 лв
    12.70 24.85 лв
    23.10 45.18 лв

    Exorcist's House

    Nick Roberts
    12.50 24.45 лв
    30.64 59.92 лв
    21.04 41.15 лв
    16.17 31.63 лв
    15.27 29.86 лв
    11.20 21.90 лв

    Christmas Carol

    Charles Dickens
    14.66 28.68 лв

    The Prophet

    Kahlil Gibran
    7.93 15.51 лв

    Клиенти, които купиха тази книга, купиха също

    Lo que importa es vivir

    MARTINEZ MARTINEZ
    13.31 26.03 лв
    9.34 18.26 лв
    5.67 11.09 лв
    14.36 28.09 лв
    51.33 100.40 лв

    OLOT

    DR.ALDERETE
    19.28 37.72 лв

    Barna 74

    Miguel Antonio Hernández García
    15.72 30.74 лв

    Wie entsteht Religion?

    Alfred North Whitehead
    17.27 33.79 лв

    Ekonómia pre technikov

    Ľudmila Fabová a kol.
    7.68 15.02 лв
    43.90 85.86 лв

    Řeky Londýna

    Ben Aaronovitch
    10.69 20.92 лв
    11.55 22.59 лв
    18.98 37.13 лв
    3.91 7.65 лв
    9.54 18.66 лв
    33.45 65.42 лв
    16.92 33.10 лв