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Handbook of statistical distributions with applications 2nd Edition by Kalimuthu Krishnamoorthy ISBN 1498741509 9781498741507

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Handbook of statistical distributions with applications 2ed. Edition Krishnamoorthy Digital Instant Download

Author(s): Krishnamoorthy, Kalimuthu
ISBN(s): 9781498741507, 1498741509
Edition: 2ed.
File Details: PDF, 2.41 MB
Year: 2016
Language: english
SKU: EB-6743844 Category: Tags: ,

Handbook of statistical distributions with applications 2nd Edition by Kalimuthu Krishnamoorthy – Ebook PDF Instant Download/Delivery: 1498741509, 9781498741507

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Product details:

ISBN 10: 1498741509

ISBN 13: 9781498741507 

Author: Kalimuthu Krishnamoorthy

Easy-to-Use Reference and Software for Statistical Modeling and Testing

Handbook of Statistical Distributions with Applications, Second Edition provides quick access to common and specialized probability distributions for modeling practical problems and performing statistical calculations. Along with many new examples and results, this edition includes both the author’s StatCalc software and R codes to accurately and easily carry out computations.

New to the Second Edition

  • Major changes in binomial, Poisson, normal, gamma, Weibull, exponential, logistic, Laplace, and Pareto distributions
  • Updated statistical tests and intervals based on recent publications in statistical journals
  • Enhanced PC calculator StatCalc with electronic help manuals
  • R functions for cases where StatCalc is not applicable, with the codes available online

This highly praised handbook integrates popular probability distribution models, formulas, applications, and software to help you compute a variety of statistical intervals. It covers probability and percentiles, algorithms for random number generation, hypothesis tests, confidence intervals, tolerance intervals, prediction intervals, sample size determination, and much more.

Table of contents:

  1. StatCalc

  2. Preliminaries

  3. Discrete uniform distribution

  4. Binomial distribution

  5. Hypergeometric distribution

  6. Poisson distribution

  7. Geometric distribution

  8. Negative binomial distribution

  9. Logarithmic series distribution

  10. Continuous uniform distribution

  11. Normal distribution

  12. Chi-square distribution

  13. F Distribution

  14. Student’s t distribution

  15. Exponential distribution

  16. Gamma distribution

  17. Beta distribution

  18. Noncentral chi-square distribution

  19. Noncentral F distribution

  20. Noncentral t distribution

  21. Laplace distribution

  22. Logistic distribution

  23. Lognormal distribution

  24. Pareto distribution

  25. Weibull distribution

  26. Extreme value distribution

  27. Cauchy distribution

  28. Inverse Gaussian distribution

  29. Rayleigh distribution

  30. Bivariate normal distribution

  31. Some nonparametric methods

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Tags: Kalimuthu Krishnamoorthy, Handbook, Statistical, Distributions, Applications