Introductory Statistics and Random Phenomena

Uncertainty, Complexity and Chaotic Behavior in Engineering and Science

Authors:

ISBN: 978-1-4612-7388-2 (Print) 978-1-4612-2028-2 (Online)

Table of contents (9 chapters)

  1. Front Matter

    Pages N3-xxiv

  2. Descriptive Statistics-Compressing Data

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-53

      Why One Needs to Analyze Data

    3. No Access

      Book Chapter

      Pages 55-117

      Data Representation and Compression

    4. No Access

      Book Chapter

      Pages 119-199

      Analytic Representation of Random Experimental Data

  3. Modeling Uncertainty

    1. Front Matter

      Pages 201-201

    2. No Access

      Book Chapter

      Pages 203-242

      Algorithmic Complexity and Random Strings

    3. No Access

      Book Chapter

      Pages 243-292

      Statistical Independence and Kolmogorov’s Probability Theory

    4. No Access

      Book Chapter

      Pages 293-364

      Chaos in Dynamical Systems: How Uncertainty Arises in Scientific and Engineering Phenomena

  4. Model Specification-Design of Experiments

    1. Front Matter

      Pages 365-365

    2. No Access

      Book Chapter

      Pages 367-391

      General Principles of Statistical Analysis

    3. No Access

      Book Chapter

      Pages 393-441

      Statistical Inference for Normal Populations

    4. No Access

      Book Chapter

      Pages 443-459

      Analysis of Variance

  5. Back Matter

    Pages 461-509