How to analyze the differences between experimental and theoretical data.

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I have around 5000 data points of theoretically computed and experimentally measured (via FTIR) K2 line positions(v (v", J''; v', J'). I divided the data into wn segments, so that I could analyze the theoretical and experimental energy differences along these segments. Apart from descriptive statistics, how could I effectively analyze the data?