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Provided by: Creascience Life, Reliability and Survival ModelsStatistics |
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Training
Provided by Creascience
This one-day workshop offers an overview of the modeling techniques used for life data (time-to-event) and their specific features, the interpretation of results, strengths and weaknesses and also discusses their practical realization. Several applications in the social sciences, engineering and life sciences will be presented.
Upon completion of this training course, participants will have learned:
- The motivation and the principle underlying statistical tools to analyze life data
- To be able to use tools used to compare survival curves
- To know the scope and limitations of the various approaches available
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Life, Reliability and Survival Models
- Reliability and failure time data: typical questions
- Importance of reliability
- From simple to more complex cases
- The bathtub curve (U shaped)
- Questions of interest
- Introduction to Life Data
- Historical origin
- A widening range of applications
- What are life data ?
- Specific data acquisition and analysis issued
- Typical layout of results
- Need to Use Specific Data Analysis Methods
- Life data and Normal distribution
- Other modeling problems
- Data Analysis of Failure Time Data: Available Methods
- Overview of the goals of survival analysis
- Modeling Survival Curves
- General statistical concepts
- Nonparametric approach
- Parametric approach
- Regression models: Cox and alternatives
- Semiparametric models
- Accelerated life models: principle and limitations
- Summary
About The Training Provider: Creascience
Creascience - Creascience offers an wide array of training sessions in statistics aimed primarily at non-statisticians. We also provide specific training courses on statistical methods aimed at statisticians. People attend our training sessions to gain basic knowledge or to deepen some specific aspects. The training sessions are offered both in our offices and on-site, depending on the client s needs. We...
