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Probability and statistical inference : from basic principles to advanced models / Miltiadis C. Mavrakakis, and Jeremy Penzer

By: Contributor(s): Material type: TextTextLanguage: English Series: Texts in statistical sciencePublication details: Boca Raton : CRC Press, 2021.Description: xix, 423 pages ; 24 cm. PBISBN:
  • 9780367749125
Subject(s): DDC classification:
  • 519.2 MAV
Contents:
1. Introduction2. Probability3. Random Variables and Univariate Distributions4. Multivariate Distributions5. Conditional Distributions6. Statistical Models7. Sample Moments and Quantiles8. Estimation, Testing, and Prediction9. Likelihood-based Inference10. Inferential Theory11. Bayesian Inference12. Simulation Methods
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1. Introduction2. Probability3. Random Variables and Univariate Distributions4. Multivariate Distributions5. Conditional Distributions6. Statistical Models7. Sample Moments and Quantiles8. Estimation, Testing, and Prediction9. Likelihood-based Inference10. Inferential Theory11. Bayesian Inference12. Simulation Methods

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