Lectures related to Proportional hazards model

Survival Analysis: Cox Proportional Hazards Model

Introduces the Cox proportional hazards model for survival analysis, covering estimation, assessment of assumptions, and interpretation using residuals.

Genomic Data Analysis: Clustering and Survival

Explores genomic data clustering, survival analysis, gene identification, and statistical significance in cancer research.

Survival Data Analysis

Delves into survival data analysis, exploring modeling times until events and applications in various fields.

Survival Analysis: Modeling and Estimation

Covers survival data analysis, Cox regression, Kaplan-Meier estimator, and log-rank test.

River Hydraulics and Flood Protection Measures

Explores sustainable flood protection measures, historical river corrections, hazard analysis, and risk assessment in hydraulic flow management.

Fracture of Materials: Review of Exercises

Covers exercises on fracture of materials, statistical failure analysis, Weibull model, and microcrack size analysis.

Regression Diagnostics

Covers regression diagnostics for linear models, emphasizing the importance of checking assumptions and identifying outliers and influential observations.