Econometrics Modelling and Multivariate Analysis
Analysis will contain OLS assumption, Inclusion and exclusion of variables, correlation matrix and significance of variables. GARCH and MIDA-GARCH may also be estimated in case of failure of OLS assumptions. (Volatility Forecasting)
Logistic Regression Analysis
In the binary logistic model we will use it to estimate the probability of a binary response based on one or more predictor (or independent) variables (features). In fact, we will use this model to predict the qualitative response.
Design of Questionnaires
Online Surveys and field survey designs for different sampling scheme, Stratified Sampling, Cluster Sampling, Simple Random Sampling.
Testing of means, variances, proportion. T-test, Z-test, Chi-Square Tests, F-Test, ANOVA, MANOVA,