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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| Format: | eBook |
| Language: | Inglés |
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[Place of publication not identified]
SAS Institute
2013
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| Edition: | 1st edition |
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| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628841506719 |
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.
