Akif MustafaPanel Data Regression in R: An Introduction to Longitudinal Data analysisPanel data, also known as longitudinal data, is a type of data that tracks the same subjects over multiple time periods. This data…Sep 5Sep 5
Akif MustafaA Walk Through Tour of ‘dplyr’ Package in RData manipulation is an important step in any data analysis process. It involves cleaning, transforming, and organizing data to make it…Aug 27Aug 27
Akif MustafaA simple introduction to Markov ChainsImagine a person who starts life in a healthy state. Over time, due to various factors, they might develop a disease, which could lead to…Aug 20Aug 20
Akif MustafaBasics of Synthetic Difference in Difference (SDID) MethodBefore understanding the Synthetic Difference in Difference (SDID) method, we must first understand the Difference in Difference (DID)…Jul 1Jul 1
Akif MustafaUnderstanding Endogeneity in regression analysisIn the field of statistical analysis, particularly when using regression analysis, the term “endogeneity” is frequently encountered…Mar 26Mar 26
Akif MustafaAn Example of Bayesian Linear RegressionIn this article, my aim is to explain the fundamental philosophy behind the Bayesian approach in applied analysis. I have chosen the most…Jan 271Jan 271
Akif MustafaElasticity in Regression AnalysisIn regression or statistical analysis elasticity refers to the responsiveness of dependent variable to one-percent change in an independent…Dec 8, 2023Dec 8, 2023
Akif MustafainTowards Data ScienceBack to the Basics: Probit RegressionA crucial method in binary outcome analysisNov 9, 2023Nov 9, 2023
Akif MustafainAI AdvancesAn Introductory Tutorial to Simulation Techniques in RSimulating Your Way to Better Data Analysis with ROct 31, 2023Oct 31, 2023
Akif MustafaAn Introduction to Microsimulation modelling in health researchMicrosimulation modelling is a powerful tool utilized across various disciplines, including economics, policy analysis, urban planning…Oct 2, 2023Oct 2, 2023
