Introduction to Statistics and Data Analysis With Exercises, Solutions and Applications in R /

This introductory statistics textbook conveys the essential concepts and tools needed to develop and nurture statistical thinking. It presents descriptive, inductive and explorative statistical methods and guides the reader through the process of quantitative data analysis. In the experimental scien...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Heumann, Christian (Autor), Schomaker, Michael (Autor), Shalabh (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Statistics .
Econometrics.
Macroeconomics.
Statistical Theory and Methods.
Statistics in Business, Management, Economics, Finance, Insurance.
Macroeconomics and Monetary Economics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Part I Descriptive Statistics: Introduction and Framework
  • Frequency Measures and Graphical Representation of Data
  • Measures of Central Tendency and Dispersion
  • Association of Two Variables
  • Part I Probability Calculus: Combinatorics
  • Elements of Probability Theory
  • Random Variables
  • Probability Distributions
  • Part III Inductive Statistics: Inference
  • Hypothesis Testing
  • Linear Regression
  • Part IV Appendices: Introduction to R
  • Solutions to Exercises
  • Technical Appendix
  • Visual Summaries.

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