- Definition of Statistics
- Variables and Attributes
- Primary and Secondary Data
- Population and Sample
- Statistical Error
- Useful Terms
- Different methods of Collection of Statistical Data
- Their advantage and disadvantages
- Different methods of Data Representation
- Different Charts and Diagrams
- Advantages and Disadvantages
- Basic Concept
- Simple and Composite Frequency Distribution
- Cumulative and Relative Frequency Distribution
- Diagrammatic Representation
- Basic Concepts of Mean , Median and Mode
- Arithmetic , Geometric and Harmonic Mean
- Advantages and Disadvantages of AM GM and HM
- Relation between AM GM and HM
- Calculation of Median , Quartiles and Percentiles
- Advantages and Disadvantages of Median
- Calculation of Mode
- Advantages and Disadvantages of Mode
- Relation between Mean Median and Mode
- Meaning and Necessity of Measures of Dispersion
- Range , Quartile Deviation , Mean Deviation and Standard Deviation
- Advantages and Disadvantages of Each Measures
- Calculation of Standard Deviation for Composite group
- Relationship of Standard Deviation and other Measures
- Calculating and Generating Straight Lines
- Basic Concepts of Correlation and Regression
- Bivariate Data and Bivariate Frequency Distribution
- Scatter Plot
- Covariance
- Correlation Coefficient
- Calculation of “r” and its Interpretation
- Regression and of Linear Regression
- Calculation of Regression Lines
- Rank Correlation
- Introduction and Definition of useful terms
- Counting Techniques
- Definition of classical Theory of Probability
- Theorems of Probability
- Drawing Without and With Replacement
- Bayes’ Theorem
- Mathematical Expectation
- Set Theory and Probability
- Conditional Probability
- Independent Events
- Random Variable and Probability Distribution
- Discrete Probability Distribution
- Expectation - Mean and variance
- Uniform Distribution ( Discrete )
- Binomial Distribution
- Poisson Distribution
- Hyper geometric Distribution
- Joint Distribution of Two Variables
- Continuous Probability Distribution
- Uniform Distribution ( Continuous )
- Normal Distribution
- Normal approximation of Binomial and Poisson
- Meaning and Necessity of Sampling
- Sampling Error and Bias
- Simple Random Sampling and its Classification
- Concept of Random Numbers
- Sampling Distribution
- Standard Error
- Standard Normal Distribution
- Chi-Square Distribution
- Student’s t-Distribution
- Snedecor’s F Distribution
- Introduction and Theory of Estimation
- Point Estimation and its Methods
- Interval Estimation
- Theory of Test of Significance
- Large Sample Test and its Methods
- Small Sample Test and its Methods
- Test of Correlation Coefficient
- Introduction
- One-way Classified Data
- Calculation Techniques
- Two-way Classified Data
- Calculation Techniques
- Concept of Time Series
- Concept of Index Number
- Concept of Vital Statistics
- Concept of Statistical Quality Control
|
|