Simulating data with SAS /

Data simulation is a fundamental technique in statistical programming and research. Rick Wicklin's Simulating Data with SAS brings together the most useful algorithms and the best programming techniques for efficient data simulation in an accessible how-to book for practicing statisticians and...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Wicklin, Rick
Corporate Author: SAS Institute
Format: Electronic eBook
Language:Inglés
Published: Cary, N.C. : SAS Institute, ©2013.
Subjects:
SAS (Computer file)
Multivariate analysis > Data processing.
Analyse multivariée > Informatique.
MATHEMATICS > Probability & Statistics > General.
Statistical methods.
Simulation.
Statistisk simulering.
Multivariat analys.
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Introduction to simulation
  • Simulating data from common univariate distributions
  • Preliminary and background information
  • Simulating data to estimate sampling distributions
  • Using simulation to evaluate statistical techniques
  • Strategies for efficient and effective simulation
  • Advanced simulation of univariate data
  • Simulating data from basic multivariate distributions
  • Advanced simulation of multivariate data
  • Building correlation and covariance matrices
  • Simulating data for basic regression models
  • Simulating data for advanced regression models
  • Simulating data from times series models
  • Simulating data from spatial models
  • Resampling and bootstrap methods
  • Moment matching and the moment-ratio diagram.

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