Kaplan‑Meier Curve, Life Table, and Log‑Rank (Mantel‑Haenszel) Test Study Notes
1. Introduction Kaplan‑Meier curves, life tables, and log‑rank tests are fundamental tools in survival analysis. They allow visualization and comparison of survival probabilities across groups. 2. Kaplan‑Meier Curve Definition: Non‑parametric estimator of survival function. Method: Calculates probability of survival at each event time. Steps: Order survival times. Calculate survival probability at each event. Plot stepwise […]
Migraine Study Survival Analysis Study Notes
1. Introduction Survival analysis can be applied to migraine research to evaluate time until events such as recurrence, remission, or treatment response. This approach helps clinicians understand treatment efficacy and patient outcomes over time. 2. Research Context Event of Interest: Migraine recurrence, remission, or onset of chronic migraine. Population: Patients diagnosed with episodic or chronic […]
How to Perform a Survival Analysis Preparation Study Notes
1. Introduction Survival analysis is a statistical method used to analyze time‑to‑event data, where the outcome is the time until a specific event occurs (e.g., death, relapse, recovery). Preparation for survival analysis involves careful planning, data collection, and methodological considerations to ensure valid and interpretable results. 2. Key Concepts Event: The outcome of interest (e.g., […]
The Little Explorer’s Toddler Room Study Notes
1. Introduction The toddler stage (ages 1–3 years) is a critical period of rapid growth in physical, cognitive, emotional, and social domains. A well‑designed toddler room, such as The Little Explorer’s Toddler Room, provides a safe, stimulating, and nurturing environment where children can explore, learn, and develop independence. This space is not just a classroom—it […]
AOS Portfolio Assignment Study Notes
1. Introduction An AOS Portfolio Assignment (Area of Specialization Portfolio) is a structured academic and professional exercise designed to help students demonstrate mastery of their chosen field of study. It integrates coursework, applied projects, reflective writing, and theoretical analysis into a single document or presentation. The portfolio serves as both a learning tool and a […]