ELEMENTS OF STATISTICS

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1. Introduction to Statistical Functions of excel
1. Introduction
2. Definitions
3. Statistical Population
4. Census
5. Sampling
6. Advantages of Sampling
7. Classification
8. Spreadsheet
2. Methods of Counting
1. Counting Techniques
2. Fundamental Principle of Counting
3. Permutations
4. Combinations
5. Some Standard Results
3. Elements of Probability Theory
1. Introduction
2. Sample Space and Events
3. Algebra of Events
4. Classical Approach of Probability
5. Axiomatic Approach
6. Probability of an Event: Properties
7. Independence of events
4. Standard Discrete Distributions
1. Introduction
2. Concept of a Random Variable
3. Discrete Random Variable
4. Probability Mass Function (PMF)
5. Cumulative Distribution Function (CDF)
6. Mathematical Expectation
7. Standard Probability Distributions
5. Simulation Techniques
1. Introduction
2. Definition
3. Random Number Generator
4. Monte Carlo Simulation
5. Model Sampling from Discrete Distributions
6. Computer Aided Simulation
7. Merits and Demerits of Simulation

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