Choose the right data for survival analysis
Let's say you're working on estimating the rate at which a new strain of virus spreads in a population. It's always good practice to explore the data you have available before deciding whether to use a statistical model. Look out for any model assumptions and requirements for the data.
Three datasets have been loaded for you, called
virus_record_avirus_record_bvirus_record_c
Inspect each DataFrame in the console. Which of the DataFrames would be suitable for survival analysis?
pandas and numpy are loaded as pd and np, respectively.
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Survival Analysis in Python
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