The Foundations of Statistics: A Simulation-based Approach

Statistics and hypothesis testing are routinely used in areas (such as linguistics) that are traditionally not mathematically intensive. In such fields, when faced with experimental data, many students and researchers tend to rely on commercial packages to carry out statistical data analysis, often...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Vasishth, Shravan (Autor), Broe, Michael (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2011.
Edición:1st ed. 2011.
Temas:
Mathematics.
Psycholinguistics.
Data mining.
Mathematics-Study and teaching .
Psychology.
Applications of Mathematics.
Psycholinguistics and Cognitive Lingusitics.
Data Mining and Knowledge Discovery.
Mathematics Education.
Behavioral Sciences and Psychology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 1. Getting Started
  • 2. Randomness and Probability
  • 3. The Sampling Distribution of the Sample Mean
  • 4. Power
  • 5. Analysis of Variance (NOVA)
  • 6. Bivariate Statistics and Linear Models
  • 7. An Introduction to Linear Mixed Models. A. Random Variables
  • B- Basic R Commands and Data Structures
  • Index
  • References.

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