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    Which method is the best to assign samples into groups

    I have 100 samples, each of which has an real value of 1, 2, 3, or 4 for a characteristic (say C). I'll develop a few methods (say X, Y, Z) to measure C. I generated data like this, hypothetically: sampleName, expected_value, observed_value_by_X, observed_value_by_Y, observed_value_by_Z S1...