Pathways to Higher Education Project Center for Advancement of Postgraduate Studies and Research in Engineering Sciences, Faculty of Engineering - Cairo University (CAPSCU) Statistical Data Analysis Prof. Dr. Amany Mousa Table of Contents Acknowledgement and Foreword Chapter 1: Introduction 1.1 The Growth of Modern Statistics 1.2 The Study of Statistics 1.3 Descriptive Statistics and Statistical Inference 1.4 The Nature of Statistical Data Chapter 2: Data Collection and Sampling 2.1 Introduction 2.2 Sources of Data 2.3 Sampling 2.4 Sampling Plans 2.5 Errors Involved in Sampling 2.6 Summary Chapter 3: Summarizing Data Listing and Grouping 3.1 Listing Numerical Data 3.2 Stem-And-Leaf-Display 3.3 Frequency Distributions 3.4 Graphical Presentation 3.5 Measures of Association 3.6 Summarizing Two-Variable Data Chapter 4: Summarizing Data: Measures of Location 4.1 Populations and Samples 4.2 The Mean 4.3 The Weighted Mean 4.4 The Median 4.5 Other Fractiles 4.6 The Mode 4.7 The Description of Grouped Data Chapter 5: Summarizing Data: Measures of Variation 5.1 The Range 5.2 The Variance and the Standard Deviation 5.3 The Description of Grouped Data 5.4 Some Further Descriptions Chapter 6: Simple Linear Regression and Correlation 6.1 Introduction 6.2 Model 6.3 Least Squares Method 6.4 Assessing the Model 6.5 Using the Regression Equation 6.6 Coefficients of Correlation Chapter 7: Cross Table Analysis 7.1 Chi-Squared Test of a Contingency Table 7.2 Expected Frequencies for a Contingency Table Chapter 8: Price and Quantity Indexes 8.1 Price Index by Method of Weighted Aggregates 8.2 Price Index by Method of Weighted Average of Relatives 8.3 Considerations in Compiling Index Series 8.4 Uses of Price Indexes 8.5 Quantity Indexes Glossary References
Pathways to Higher Education Project Center for Advancement of Postgraduate Studies and Research in Engineering Sciences, Faculty of Engineering - Cairo University (CAPSCU) Statistical Data Analysis Prof. Dr. Amany Mousa Table of Contents Acknowledgement and Foreword
Pathways to Higher Education Project
Center for Advancement of Postgraduate
Studies and Research in Engineering Sciences,
Faculty of Engineering - Cairo University
(CAPSCU)
Statistical Data
Analysis
Prof. Dr. Amany Mousa
Table of Contents
Acknowledgement and Foreword
1.1 The Growth of Modern Statistics 1.2 The Study of Statistics 1.3 Descriptive Statistics and Statistical Inference 1.4 The Nature of Statistical Data
1.1 The Growth of Modern Statistics
1.2 The Study of Statistics
1.3 Descriptive Statistics and Statistical Inference
1.4 The Nature of Statistical Data
2.1 Introduction 2.2 Sources of Data 2.3 Sampling 2.4 Sampling Plans 2.5 Errors Involved in Sampling 2.6 Summary
2.1 Introduction
2.2 Sources of Data
2.3 Sampling
2.4 Sampling Plans
2.5 Errors Involved in Sampling
2.6 Summary
3.1 Listing Numerical Data 3.2 Stem-And-Leaf-Display 3.3 Frequency Distributions 3.4 Graphical Presentation 3.5 Measures of Association 3.6 Summarizing Two-Variable Data
3.1 Listing Numerical Data
3.2 Stem-And-Leaf-Display
3.3 Frequency Distributions
3.4 Graphical Presentation
3.5 Measures of Association
3.6 Summarizing Two-Variable Data
4.1 Populations and Samples 4.2 The Mean 4.3 The Weighted Mean 4.4 The Median 4.5 Other Fractiles 4.6 The Mode 4.7 The Description of Grouped Data
4.1 Populations and Samples
4.2 The Mean
4.3 The Weighted Mean
4.4 The Median
4.5 Other Fractiles
4.6 The Mode
4.7 The Description of Grouped Data
5.1 The Range 5.2 The Variance and the Standard Deviation 5.3 The Description of Grouped Data 5.4 Some Further Descriptions
5.1 The Range
5.2 The Variance and the Standard Deviation
5.3 The Description of Grouped Data
5.4 Some Further Descriptions
6.1 Introduction 6.2 Model 6.3 Least Squares Method 6.4 Assessing the Model 6.5 Using the Regression Equation 6.6 Coefficients of Correlation
6.1 Introduction
6.2 Model
6.3 Least Squares Method
6.4 Assessing the Model
6.5 Using the Regression Equation
6.6 Coefficients of Correlation
7.1 Chi-Squared Test of a Contingency Table 7.2 Expected Frequencies for a Contingency Table
7.1 Chi-Squared Test of a Contingency Table
7.2 Expected Frequencies for a Contingency Table
8.1 Price Index by Method of Weighted Aggregates 8.2 Price Index by Method of Weighted Average of Relatives 8.3 Considerations in Compiling Index Series 8.4 Uses of Price Indexes 8.5 Quantity Indexes
8.1 Price Index by Method of Weighted Aggregates
8.2 Price Index by Method of Weighted Average of Relatives
8.3 Considerations in Compiling Index Series
8.4 Uses of Price Indexes
8.5 Quantity Indexes
Glossary
References
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