How to install: SPSS, Minitab, Eviews, python programming, and STATA software
Questionnaire design, Coding, Validity and reliability of the constructs, Data visualization.
Model specification, Justification for specifying the model
T-test, ANOVA, ANCOVA, MANOVA
We have parametric regression analysis like OLS regression and nonparametric approaches like logistic regression, multinomial logistic regression, ordinal logistic regression, and quantile regression.
Parametric and nonparametric, Chi-square analysis, Principal component analysis (PCA), Survival analysis
Univariate time series, Unit root test (To examine if the series are stationary),ARMA, ARIMA ,ARCH, GARCH
VAR, VECM, VAR post estimation, VECM post estimation, ARDL, NARDL, Panel data analysis in detail (Fixed effect, random effect, Hausman, GMM, Stochastic frontier, etc).
NB:
The test will be conducted weekly to be sure you understand the course.
NB: Final exam will be conducted before you are awarded the certificate.
Excel, Eviews, Powerbi, SPSS, Minitab, STATA and Python programming will be used.
Course duration: Three months.
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