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Full Description
The book Basic Concepts in Statistics is a valuable resource for postgraduate and doctoral students, as well as faculty members in the fields of statistics, agricultural statistics, and engineering, social sciences, and biological sciences. Additionally, it is useful for students preparing for competitive examinations with a statistics component, such as those administered by state P.S.Cs, U.P.S.C., A.S.R.B., and I.S.S. This book is the result of 25 years of teaching experience and covers 15 chapters on various statistical topics, including analysis of variance, designs of experiments, point and interval estimation theories, and non-parametric methods and tests. It is suitable for students at both the undergraduate and graduate levels.
Contents
Section A: Design of Experiments
1. Preliminaries
2. ANOVA & Three Basic Design of Experiments
3. Incomplete Block Design (IBD)
4. Factorial Experiment
5. Split Plot Experiment
6. Strip Plot Design/Split Block Design
7. Progeny Row Trial and Compact Family Block Design
8. Analysis of Covariance
Section B: Sampling Distribution and Associated Test of Significance
9. Tests Based on Large Sample
10. x2 Distribution and Its Applications
11. F and t Distributions and Their Applications
Section C: Statistics Inference
12. Estimation Theory
13. Methods of Estimation
14. Theory of Testing of Hypothesis
15. Non Parametric Method of Estimation
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