Introduction to Statistics

Cover
Title Page
Copyright
About The Author
Contents
List of Figures
List of Tables
List of Abbreviations
Preface
Chapter 1:  Basics Of Statistics
	Unit Introduction
	1.1. Some Definitions Of Statistics
	1.2. Basic Concepts In Statistics
	1.3. Greater Statistics
	1.4. Some Examples Of Statistics Use
	Summary
	Review Questions
	Multiple Choice Questions
	References
Chapter 2:  Differential And Inferential Statistics
	Unit Introduction
	2.1. The Differential Statistics
	2.2. The Inferential Statistics
	Summary
	Review Questions
	Multiple Choice Questions
	References
Chapter 3:  Collecting And Organizing Data In Statistics
	Unit Introduction
	3.1. Qualitative Variables In Data
	3.2. Quantitative Variables In Data
	3.3. Collection Of Good Data
	3.4. Incomplete Data Treatment
	3.5. Incorrect Data Treatment
	3.6. Error Propagation In Data
	3.7. Pre-processing Of Data
	3.8. Observational Vs. Experimental Data
	3.9. Experimental Design Of Data
	3.10. Survey Sampling Of Data
	Summary
	Review Questions
	Multiple Choice Questions
	References
Chapter 4:  Statistical Modeling And Its Applications
	Unit Introduction
	4.1. Basic Concepts In Statistical Modeling
	4.2. Data For Statistical Modeling
	4.3. Forms Of The Statistical Models
	4.4. Implications For Data Research Design
	4.5. Concept Of Multilevel Statistical Modeling
	Summary
	Review Questions
	Multiple Choice Questions
	References
Chapter 5:  Concepts Of Probability, Sampling Distribution, Estimation, And Hypothesis
	Unit Introduction
	5.1. Probability Distributions
	5.2. Sampling Distributions In Statistics
	5.3. Estimation
	5.4. Hypothesis Testing
	Summary
	Review Questions
	Multiple Choice Questions
	References
Chapter 6:  Statistical Literacy In Post-modern Era
	Unit Introduction
	6.1. Transformative Competencies And Literacies
	6.2. Different Statistical Literacy Skills
	6.3. Statistical Literacy In Formal Context
	6.4. Statistics At University Level
	6.5. Concerns Regarding The Instruction Of Statistics
	Summary
	Review Questions
	Multiple Choice Questions
	References
Chapter 7:  Challenges And Opportunities For Statistics
	Unit Introduction
	7.1. Developing Accurate Recognition Of Statistics
	7.2. Maintaining The Core Activities
	7.3. Enhancing Collaborative Activities
	7.4. Challenges And Opportunities In Various Fields
	Summary
	Review Questions
	Multiple Choice Questions
	References
Chapter 8:  Future Of Statistics In Data Science
	Unit Introduction
	8.1. Statistics And Information In Future
	8.2. Statistics As A Subdivision Of Data Science
	8.3. Governance Of Data In Statistics
	8.4. Algorithmic Transparency In Statistics
	8.5. Structured And Unstructured Data
	8.6. Statistical Gaps And Heterogeneity
	Summary
	Review Questions
	Multiple Choice Questions
	References
Index
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