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Course A

Courses Highlights

Course A

Courses Outline

Installation

How to install: SPSS, Minitab, Eviews, python programming, and STATA software

Survey design analysis

Questionnaire design, Coding, Validity and reliability of the constructs, Data visualization.

Inferential statistics

Model specification, Justification for specifying the model

Statistical models

T-test, ANOVA, ANCOVA, MANOVA

Regression analysis

We have parametric regression analysis like OLS regression and nonparametric approaches like logistic regression, multinomial logistic regression, ordinal logistic regression, and quantile regression.

Correlation analysis

Parametric and nonparametric, Chi-square analysis, Principal component analysis (PCA), Survival analysis

Time series analysis

Univariate time series, Unit root test (To examine if the series are stationary),ARMA, ARIMA ,ARCH, GARCH

Multivariate time series

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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Besides, you can also send your request for a research paper or dissertation, or assignment writing. Be rest assured of excellent and timely delivery.

Course A

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