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Fundaments of Descriptive Statistics

Fundaments of Descriptive Statistics

  • Auteur: Córdoba Bueno, Miguel
  • Éditeur: Dykinson
  • ISBN: 9788490859124
  • eISBN Pdf: 9788413249032
  • Lieu de publication:  Madrid , Spain
  • Pages: 248
  • Cover
  • Title page
  • Copyright page
  • Summary
  • First part: Univariate descriptive analysis
    • Chapter 1. Statistics and Economics
      • 1. Introduction
      • 2. Basic Concepts
      • 3. Statistics and Economic Research
      • 4. Steps of statistical analysis. Sources of statistical information
    • Chapter 2. Univariate Frequency Distributions
      • 1. Frequency Table
      • 2. Graphical representation of univariate variables
    • Chapter 3. Characteristics of Frequency Distributions
      • 1. Types of univariate statistical measures
      • 2. Measures of central tendency
      • 3. Other central measures of location
      • 4. Measures of dispersion
      • 5. Typification of statistical variables
      • 6. Measures of shape
      • 7. Measures of concentration
    • Chapter 4. Index Numbers
      • 1. Concept and classification of index numbers
      • 2. Properties of index numbers
      • 3. Change of basis
      • 4. Economic indexes
    • Chapter 5. Rates of change
      • 1. Concept of rate of change
      • 2. Equivalent rates of change
      • 3. Average rates of change
  • Second part: Bivariate descriptive analysis
    • Chapter 6. Bivariate Frequency Distributions
      • 1. Bivariate frequency distributions
      • 2. Graphical representations
      • 3. Marginal and conditional frequencies
      • 4. Independent statistical variables
    • Chapter 7. Simple Linear Regression and Correlation
      • 1. Concept of regression. Linear least squares regression
      • 2. Linear correlation. Correlation coefficient and coefficient of determination
      • 3. Relationship between regression and correlation. Correlation and statistical independence
      • 4. Residual variance
    • Chapter 8. Attribute Statistics
      • 1. Association among categorical variables
      • 2. Rank correlation
      • 3. Contingency tables
  • Third part: Time series analysis of economic variables
    • Chapter 9. Time series introduction
      • 1. Time series concepts
      • 2. Time Series Components
      • 3. Trend and seasonal adjustments
  • Bibliography
  • Appendix
    • 1. Sums and Products
    • 2. Univariate Moments
    • 3. Bivariate Moments

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