


DAta analytics
Workshop
By
Dr. Ahmad R. Alsaber
Assistant Professor, Ph.D.
College of Business and Economics (CBE)
the American University of Kuwait (AUK)
Goal 2
Data Management and Descriptive Analysis
Learn how to build database, coding, descriptive, reliability, consistency analysis, type of variables, chi-square (test of independency), normality analysis, graphs.
Goal 3
Normality, Reliability and test of hypothesis
test of hypothesis, t test, paired test, ANOVA, ANCOVA, parametric, non-parametric, repeated measures ANOVA.
Goal 4
Correlation, modeling and factor analysis
correlation analysis, modeling (regression, logistic regression, GLM).
Tests
Test your knowledge
All goals test are attached here, you should receive more than 70% to pass this course
Sample size
Sample Size Estimates
This study aimed to explain the basic concepts of sample size calculation and power analysis; the process of sample estimation
Survey
Survey Analysis
Data can do beautiful things, but turning your survey results into clear, compelling analysis isn’t always a straightforward task. We’ve collected our tips for survey analysis along with a beginner’s guide to survey data and analysis tools.