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Use NumPy to calculate the likelihood ratio for the following data with the formula: likelihood_ratio=tp*n*log tp/ep+(n-tp*n)*log(1-tp)/(1-ep)

INSTRUCTIONS TO CANDIDATES

Use NumPy to calculate the likelihood ratio for the following data with the formula:

likelihood_ratio=tp*n*log tp/ep+(n-tp*n)*log(1-tp)/(1-ep)

 n tp ep 1000 0.5 0.3 8000 0.2 0.6 3000 0.8 0.7 5000 0.6 0.4

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