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Mathematical Statistics with Applications US$122.99

ELV9780123748485
Mathematical Statistics with Applications

Mathematical Statistics with Applications

By
K.M. Ramachandran, University of South Florida, Tampa, USA
Chris Tsokos, University of South Florida, Tampa, USA

Many students who do well in mathematics courses find it difficult to understand the concept of statistics. Mathematical Statistics and Its Applications is unique in that it presents the material with well-defined step by step procedures to solve real problems. This helps the students to approach problem solving in statistics in a logical manner. This textbook provides a calculus based coverage of statistics and introduces students to methods of theoretical statistics and their applications. It assumes no prior knowledge of statistics or probability theory but does require calculus. Most books at this level are written with elaborate coverage of probability. This creates a problem for non statistics majors from various disciplines, who want to obtain a sound background in mathematical statistics and applications. The authors introduce the basic concepts of statistics with sound theoretical explanations. As statistics is basically an interdisciplinary applied subject, many applied examples and relevant exercises from different areas. The book introduces many modern statistical computational and simulation concepts that are not covered in other texts; such as the Jackknife, bootstrap methods, the EM algorithms, and Markov chain Monte Carlo methods such as the Metropolis algorithm, Metropolis-Hastings algorithm and the Gibbs sampler.

Mathematical Statistics with Applications Contents:

  • Preface
  • Descriptive Statistics
  • Basic Concepts from Probability Theory
  • Additional Topics in Probability
  • Sampling Distributions
  • Point Estimation
  • Interval Estimation
  • Hypothesis Testing
  • Linear Regression Models
  • Design of Experiments
  • Analysis of variance
  • Bayesian Estimation and Inference
  • Nonparametric tests
  • Empirical Methods
  • Some issues in statistical applications- an overview
  • Appendices


This product was added to our catalog on Friday 24 April, 2009.

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