4.5 Comparison to the Gaussian Distribution Plot the histogram of your data (for each sample) and...
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4.5 Comparison to the Gaussian Distribution Plot the histogram of your data (for each sample) and add the calculated Normal Distribution curve on the same plot. How close is your data distribution to Gaussian? Provide your "eyeball" estimation of the goodness of fit. Compare distributions resulted from data for glass 10 tube thermometer and digital thermometer. Are distributions comparable? What are the differences if any? Table 1. Measured Values of Temperature Date Digital Measurement (C) Analog Measurement (C) 3/20 13.8 12.2 3/21 18.5 16.2 3/22 21.4 20.3 3/23 16.0 14.8 3/24 14.9 14.2 3/25 14.3 12.8 3/26 15.9 15.3 5 3/27 13.8 12.5 3/28 17.3 17.9 3/29 21.6 20.4 3/30 20.8 20.0 3/31 18.7 17.7 4/1 21.8 21.3 4/2 25.4 24.2 4/3 24.5 24.2 4/4 15.2 13.9 4/5 14.0 14.4 9 8 765 3 2 1 0 Digital Thermometer [13.8, 16.12] (16.12, 18.44] (18,44, 20.76] (20.76, 23.08] (23.08, 25.4) Fig.3 Digital Thermometer Histogram Analog Thermometer 7 6 S B 2 1 [12.2, 14.6] (14.6, 17] (17, 19.4] (19,4, 21.8] (21.8, 24.2] Fig 4. Analog Thermometer Histogram 4.5 Comparison to the Gaussian Distribution Plot the histogram of your data (for each sample) and add the calculated Normal Distribution curve on the same plot. How close is your data distribution to Gaussian? Provide your "eyeball" estimation of the goodness of fit. Compare distributions resulted from data for glass 10 tube thermometer and digital thermometer. Are distributions comparable? What are the differences if any? Table 1. Measured Values of Temperature Date Digital Measurement (C) Analog Measurement (C) 3/20 13.8 12.2 3/21 18.5 16.2 3/22 21.4 20.3 3/23 16.0 14.8 3/24 14.9 14.2 3/25 14.3 12.8 3/26 15.9 15.3 5 3/27 13.8 12.5 3/28 17.3 17.9 3/29 21.6 20.4 3/30 20.8 20.0 3/31 18.7 17.7 4/1 21.8 21.3 4/2 25.4 24.2 4/3 24.5 24.2 4/4 15.2 13.9 4/5 14.0 14.4 9 8 765 3 2 1 0 Digital Thermometer [13.8, 16.12] (16.12, 18.44] (18,44, 20.76] (20.76, 23.08] (23.08, 25.4) Fig.3 Digital Thermometer Histogram Analog Thermometer 7 6 S B 2 1 [12.2, 14.6] (14.6, 17] (17, 19.4] (19,4, 21.8] (21.8, 24.2] Fig 4. Analog Thermometer Histogram
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