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Probability and Statistical Inference: From Basic Principles to Advanced Models

Probability and Statistical Inference: From Basic Principles to Advanced Models

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Product Details
Author:
Miltiadis C. Mavrakakis
Publisher:
CRC Press
Publication Date:
Sep 26, 2022
Number of pages:
444 pages
Binding:
Paperback or Softback
ISBN-10:
0367749122
ISBN-13:
9780367749125

Overview

This text presents key topics in mathematical statistics in a rigorous yet accessible manner. It covers aspects of probability, distribution theory, and random processes that are fundamental to a proper understanding of inference. The book also discusses the properties of estimators constructed from a random sample of ends, with sections on methods for estimating parameters in time series models and computationally intensive inferential techniques. The text challenges the more mathematically inclined students while providing an approachable explanation of advanced statistical concepts for students who struggle with existing texts.


  • | Author: Miltiadis C. Mavrakakis
  • | Publisher: CRC Press
  • | Publication Date: Sep 26, 2022
  • | Number of Pages: 444 pages
  • | Binding: Paperback or Softback
  • | ISBN-10: 0367749122
  • | ISBN-13: 9780367749125

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