Lecturer Statistics BPSC (BPS-17)

Course Content

1. Presentation of Data

Chapter 1. Introduction to Data Presentation
1.1 Meaning and Definition of Data (Notes)
1.1 Meaning and Definition of Data (Quiz)
1.1 Meaning and Definition of Data (Test)
1.2 Importance of Data Presentation in Statistics (Notes)
1.2 Importance of Data Presentation in Statistics (Quiz)
1.2 Importance of Data Presentation in Statistics (Test)
1.3 Objectives of Presenting Data (Notes)
1.3 Objectives of Presenting Data (Quiz)
1.3 Objectives of Presenting Data (Test)
1.4 Raw Data vs Organized Data (Notes)
1.4 Raw Data vs Organized Data (Quiz)
1.4 Raw Data vs Organized Data (Test)
1.5 Types of Data (Qualitative vs Quantitative) – Notes
1.5 Types of Data (Qualitative vs Quantitative) – Quiz
1.5 Types of Data (Qualitative vs Quantitative) – Test

2. Measures of Central Tendency and Dispersion

PART I: MEASURES OF CENTRAL TENDENCY
Chapter 1. Introduction to Central Tendency
1.1 Definition and Concept (Notes)
1.1 Definition and Concept (Quiz)
1.1 Definition and Concept (Test)
1.2 Importance in Statistical Analysis (Notes)
1.2 Importance in Statistical Analysis (Quiz)
1.2 Importance in Statistical Analysis (Test)
1.3 Characteristics of a Good Average (Notes)
1.3 Characteristics of a Good Average (Quiz)
1.3 Characteristics of a Good Average (Test)
1.4 Types of Averages (Overview) – Notes
1.4 Types of Averages (Overview) – Quiz
1.4 Types of Averages (Overview) – Test
Chapter 2. Arithmetic Mean (AM)
2.1 Definition and Formula (Ungrouped Data) – Notes
2.1 Definition and Formula (Ungrouped Data) – Quiz
2.1 Definition and Formula (Ungrouped Data) – Test
2.2 Mean for Grouped Data (Discrete & Continuous Series) – Notes
2.2 Mean for Grouped Data (Discrete & Continuous Series) – Quiz
2.2 Mean for Grouped Data (Discrete & Continuous Series) – Test
2.3 Methods of Calculating Mean • Direct Method • Short-cut Method • Step Deviation Method (Notes)
2.3 Methods of Calculating Mean • Direct Method • Short-cut Method • Step Deviation Method (Quiz)
2.3 Methods of Calculating Mean • Direct Method • Short-cut Method • Step Deviation Method (Test)
2.4 Weighted Arithmetic Mean (Notes)
2.4 Weighted Arithmetic Mean (Quiz)
2.4 Weighted Arithmetic Mean (Test)
2.5 Combined Mean (Notes)
2.5 Combined Mean (Quiz)
2.5 Combined Mean (Test)
2.6 Properties of Arithmetic Mean (Notes)
2.6 Properties of Arithmetic Mean (Quiz)
2.6 Properties of Arithmetic Mean (Test)
2.7 Merits and Demerits (Notes)
2.7 Merits and Demerits (Quiz)
2.7 Merits and Demerits (Test)
2.8 Effect of Change of Origin and Scale (Notes)
2.8 Effect of Change of Origin and Scale (Quiz)
2.8 Effect of Change of Origin and Scale (Test)

3. Index Numbers

1. Introduction to Index Numbers
1.1 Meaning and Definition of Index Numbers (Notes)
1.1 Meaning and Definition of Index Numbers (Quiz)
1.1 Meaning and Definition of Index Numbers (Test)
1.2 Purpose and Importance (Notes)
1.2 Purpose and Importance (Quiz)
1.2 Purpose and Importance (Test)
1.3 Characteristics of a Good Index Number (Notes)
1.3 Characteristics of a Good Index Number (Quiz)
1.3 Characteristics of a Good Index Number (Test)
1.4 Uses in Economics and Business (Notes)
1.4 Uses in Economics and Business (Quiz)
1.4 Uses in Economics and Business (Test)
1.5 Limitations of Index Numbers (Notes)
1.5 Limitations of Index Numbers (Quiz)
1.5 Limitations of Index Numbers (Test)
Chapter 2. Types of Index Numbers
2.1 Price Index Numbers (Notes)
2.1 Price Index Numbers (Quiz)
2.1 Price Index Numbers (Test)
2.2 Quantity Index Numbers (Notes)
2.2 Quantity Index Numbers (Quiz)
2.2 Quantity Index Numbers (Test)
2.3 Value Index Numbers (Notes)
2.3 Value Index Numbers (Quiz)
2.3 Value Index Numbers (Test)
2.4 Special Purpose Index Numbers (Notes)
2.4 Special Purpose Index Numbers (Quiz)
2.4 Special Purpose Index Numbers (Test)

4. Probability and Probability Distributions

Part A: Fundamentals of Probability
Chapter 1. Introduction to Probability
1. Meaning and Concept of Probability (Notes)
1. Meaning and Concept of Probability (Quiz)
1. Meaning and Concept of Probability (Test)
2. Historical Background of Probability (Notes)
2. Historical Background of Probability (Quiz)
2. Historical Background of Probability (Test)
3. Importance and Applications in Statistics (Notes)
3. Importance and Applications in Statistics (Quiz)
3. Importance and Applications in Statistics (Test)
Chapter 2. Basic Terminology in Probability
1. Experiment, Outcome, Sample Space (Notes)
1. Experiment, Outcome, Sample Space (Quiz)
1. Experiment, Outcome, Sample Space (Test)
2. Event, Types of Events (Notes)
2. Event, Types of Events (Quiz)
2. Event, Types of Events (Test)
3. Mutually Exclusive and Exhaustive Events (Notes)
3. Mutually Exclusive and Exhaustive Events (Quiz)
3. Mutually Exclusive and Exhaustive Events (Test)

5. Sampling Methods and Techniques

6. Regression & Correlation Analysis and Econometrics

7. Statistical Inference (Estimation and Hypothesis Testing)

8. Design and Analysis of Experiments

9. Nonparametric Methods

10. Vital Statistics

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Course Content

1. Presentation of Data

Chapter 1. Introduction to Data Presentation

1.1 Meaning and Definition of Data (Notes)

1.1 Meaning and Definition of Data (Quiz)

1.1 Meaning and Definition of Data (Test)

1.2 Importance of Data Presentation in Statistics (Notes)

1.2 Importance of Data Presentation in Statistics (Quiz)

1.2 Importance of Data Presentation in Statistics (Test)

1.3 Objectives of Presenting Data (Notes)

1.3 Objectives of Presenting Data (Quiz)

1.3 Objectives of Presenting Data (Test)

1.4 Raw Data vs Organized Data (Notes)

1.4 Raw Data vs Organized Data (Quiz)

1.4 Raw Data vs Organized Data (Test)

1.5 Types of Data (Qualitative vs Quantitative) – Notes

1.5 Types of Data (Qualitative vs Quantitative) – Quiz

1.5 Types of Data (Qualitative vs Quantitative) – Test

2. Measures of Central Tendency and Dispersion

PART I: MEASURES OF CENTRAL TENDENCY

Chapter 1. Introduction to Central Tendency

1.1 Definition and Concept (Notes)

1.1 Definition and Concept (Quiz)

1.1 Definition and Concept (Test)

1.2 Importance in Statistical Analysis (Notes)

1.2 Importance in Statistical Analysis (Quiz)

1.2 Importance in Statistical Analysis (Test)

1.3 Characteristics of a Good Average (Notes)

1.3 Characteristics of a Good Average (Quiz)

1.3 Characteristics of a Good Average (Test)

1.4 Types of Averages (Overview) – Notes

1.4 Types of Averages (Overview) – Quiz

1.4 Types of Averages (Overview) – Test

Chapter 2. Arithmetic Mean (AM)

2.1 Definition and Formula (Ungrouped Data) – Notes

2.1 Definition and Formula (Ungrouped Data) – Quiz

2.1 Definition and Formula (Ungrouped Data) – Test

2.2 Mean for Grouped Data (Discrete & Continuous Series) – Notes

2.2 Mean for Grouped Data (Discrete & Continuous Series) – Quiz

2.2 Mean for Grouped Data (Discrete & Continuous Series) – Test

2.3 Methods of Calculating Mean • Direct Method • Short-cut Method • Step Deviation Method (Notes)

2.3 Methods of Calculating Mean • Direct Method • Short-cut Method • Step Deviation Method (Quiz)

2.3 Methods of Calculating Mean • Direct Method • Short-cut Method • Step Deviation Method (Test)

2.4 Weighted Arithmetic Mean (Notes)

2.4 Weighted Arithmetic Mean (Quiz)

2.4 Weighted Arithmetic Mean (Test)

2.5 Combined Mean (Notes)

2.5 Combined Mean (Quiz)

2.5 Combined Mean (Test)

2.6 Properties of Arithmetic Mean (Notes)

2.6 Properties of Arithmetic Mean (Quiz)

2.6 Properties of Arithmetic Mean (Test)

2.7 Merits and Demerits (Notes)

2.7 Merits and Demerits (Quiz)

2.7 Merits and Demerits (Test)

2.8 Effect of Change of Origin and Scale (Notes)

2.8 Effect of Change of Origin and Scale (Quiz)

2.8 Effect of Change of Origin and Scale (Test)

3. Index Numbers

1. Introduction to Index Numbers

1.1 Meaning and Definition of Index Numbers (Notes)

1.1 Meaning and Definition of Index Numbers (Quiz)

1.1 Meaning and Definition of Index Numbers (Test)

1.2 Purpose and Importance (Notes)

1.2 Purpose and Importance (Quiz)

1.2 Purpose and Importance (Test)

1.3 Characteristics of a Good Index Number (Notes)

1.3 Characteristics of a Good Index Number (Quiz)

1.3 Characteristics of a Good Index Number (Test)

1.4 Uses in Economics and Business (Notes)

1.4 Uses in Economics and Business (Quiz)

1.4 Uses in Economics and Business (Test)

1.5 Limitations of Index Numbers (Notes)

1.5 Limitations of Index Numbers (Quiz)

1.5 Limitations of Index Numbers (Test)

Chapter 2. Types of Index Numbers

2.1 Price Index Numbers (Notes)

2.1 Price Index Numbers (Quiz)

2.1 Price Index Numbers (Test)

2.2 Quantity Index Numbers (Notes)