Bachelor-level instruction in quantitative research methods for political scientists, covering descriptive statistics, statistical inference, and bivariate and multiple regression analysis. Lecture slides and written assignments are available in Swedish and English below. Readings and exam information remain on Canvas.
Interaktiva föreläsningsslides. Öppnas i webbläsaren.
Föreläsning 1 — Statistiska metoder
Datastruktur, beskrivande statistik, sannolikhetsfördelningar och statistisk inferens.
Föreläsning 2 — Regressionsanalys
Bivariat regressionsmodell, minsta-kvadratmetoden, modellens passform och statistisk signifikans.
Föreläsning 3 — Multipel regressionsanalys
Multipla regressionsmodeller, störfaktorer, kausala samband och tolkning av koefficienter.
Interactive lecture slides. Open in your browser.
Lecture 1 — Statistical Methods
Data structure, descriptive statistics, probability distributions, and statistical inference.
Lecture 2 — Regression Analysis
Bivariate regression, ordinary least squares, model fit, and statistical significance.
Lecture 3 — Multiple Regression Analysis
Multiple regression models, confounders, causal inference, and interpreting coefficients.