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| Title Details: | |
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Intorduction: Basic Concepts of Probability Theory and Estimation |
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| Authors: |
Kolyva Machaira, Foteini Chatzopoulos, Stavros |
| Reviewer: |
Moyssiadis, Polychronis |
| Subject: | MATHEMATICS AND COMPUTER SCIENCE > MATHEMATICS > STATISTICS > PARAMETRIC INFERENCE |
| Keywords: |
Unbiased Estimator
Minimum Variance Unbiased Estimator Efficient Estimator Asymptotic Efficiency Asymptotic Normality Asymptotically Unbiased Estimator Exponential Family Estimator Maximum Likelihood Estimator Sufficient Bias Likelihood Significance Significance Level Consistency Relative Efficiency Random Variable Random Sample |
| Description: | |
| Abstract: |
Τhis introductory chapter provides useful definitions and theorems necessary for understanding the following chapters. We present concepts from the Theory of Probability and Estimation Theory.
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| Table of Contents: |
Introduction -- Basic concepts of Probability Theory -- Basic concepts of Estimation Theory -- Exercises with Solutions -- Exercises.
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| Type: |
Chapter |
| Creation Date: | 2015 |
| Item Details: | |
| License: |
http://creativecommons.org/licenses/by-nc-sa/3.0/gr |
| Handle | http://hdl.handle.net/11419/1900 |
| Bibliographic Reference: | Kolyva Machaira, F., & Chatzopoulos, S. (2015). Intorduction: Basic Concepts of Probability Theory and Estimation [Chapter]. In Kolyva Machaira, F., & Chatzopoulos, S. 2015. Μαθηματική στατιστική [Undergraduate textbook]. Kallipos, Open Academic Editions. https://hdl.handle.net/11419/1900 |
| Language: |
Greek |
| Is Part of: |
Μαθηματική στατιστική |
| Number of pages |
37 |
| Typical Learning Time: |
PT04H30M00S |
| Publication Origin: |
Kallipos, Open Academic Editions |