| Unit 1 [Book] | |
| Nature and Classification of Data: Univariate, Bivariate and Multivariate data | VIEW |
| Time-Series data | VIEW |
| Cross-sectional | VIEW |
| Measures of Central Tendency | VIEW |
| Concept and properties of Mathematical Averages | |
| Arithmetic Mean | VIEW |
| Geometric Mean | VIEW |
| Harmonic Mean | VIEW |
| Positional Averages including Mode and Median (and other partition values; Quartiles, Deciles, and Percentiles) with graphic presentation | VIEW |
| Measures of Dispersion: Absolute And Relative | VIEW |
| Range | VIEW |
| Quartile Deviation | VIEW |
| Mean Deviation | VIEW |
| Standard Deviation and their Coefficients | VIEW |
| Properties of Standard Deviation/Variance | VIEW |
| Moments Calculation and Significance | VIEW |
| Skewness Meaning and Measurement | VIEW |
| Karl Pearson and Bowley’s measures | VIEW |
| Kurtosis | VIEW |
| Unit 2 [Book] | |
| Probability | VIEW |
| Probability Distributions, Theory and approaches of probability | VIEW |
| Probability Theorems Addition and Multiplication | VIEW |
| Conditional probability | VIEW |
| Bayes’ Theorem | VIEW |
| Expectation and Variance of a Random Variable Business Applications | VIEW |
| Probability Distributions: | |
| Binomial distribution, Binomial Probability Distribution Function, Constants, Shape, Fitting of Binomial Distribution | VIEW |
| Poisson Distribution, Probability function (including Poisson approximation to binomial distribution), Constants, Fitting of Poisson distribution | VIEW |
| Normal distribution, Properties of Normal curve and computation of Probabilities and applications | VIEW |
| Unit 3 [Book] | |
| Correlation Analysis Meaning | VIEW |
| Types of Correlation | VIEW |
| Correlation Vs. Causation | VIEW |
| Pearson’s coefficient of correlation: computation and properties | VIEW |
| Probable and Standard Errors | VIEW |
| Rank correlation | VIEW |
| Regression Analysis | VIEW |
| Principle of cast squares and Regression bones | VIEW |
| Regression Equations and estimation | VIEW |
| Properties of Regression coefficients | VIEW |
| Relationships between Correlation and Regression coefficients | VIEW |
| Standard Error of Estimate | VIEW |
| Unit 4 [Book] | |
| Index Number and Time Series Analysis, Meaning and uses of index numbers | VIEW |
| Construction of Index numbers, Fixed and Chain Base, Univariate and Composite | VIEW |
| Tests of Adequacy of Index Numbers | VIEW |
| Base Shifting, Splicing and Deflating | VIEW |
| Time Series Data, Additive and Multiplicative models | VIEW |
| Components of Time Series | VIEW |
| Trend Analysis, Fitting of Trend Line using principle of Least Squares; linear, Second Degree Parabola and exponential | VIEW |
| Shifting of Origin and Conversion of Annual Linear Trend Equation to quarterly/Monthly Basis And Vice-Versa | VIEW |