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Medical data analysis Part 2:
Multivariate approach & Survival analysis

with Jean-Paul Maalouf, Data Science Consultant

This webinar is an introduction to both types of approaches.

Outline Describing data

  1. XLSTAT: who are we?
  2. What we've seen in the last webinar
  3. Going multivariate: why?
  4. Effects of several variables on a quantitative outcome - multiple linear regression
  5. Effects of several variables on a quantitative outcome - logistic regression
  6. Introduction to Survival analysis
  7. Effect of a qualitative variable on a survival function - Kaplan-Meier analysis
  8. Effect of a several variables on the hazards function - Cox proportional hazards

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