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
Akif MustafainTowards Data ScienceA Gentle Introduction to Complementary Log-Log RegressionAn alternative of logistic regression in special conditionsOct 2, 2023Oct 2, 2023
Akif MustafaCensoring in Survival Analysis: Not as Scary as It SoundsSurvival data is like a treasure map that helps us understand how long things last or when certain events happen. This kind of data is…Aug 24, 2023Aug 24, 2023
Akif MustafaThe P-value Enigma: Understanding Statistical SignificanceFor decades, the P-value has served as the gold standard for evaluating statistical significance, guiding researchers in making…Aug 8, 2023Aug 8, 2023
