Lab%201%20Memo.pdf

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Aerospace Engineering

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Oct 30, 2023

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Criss Azer 04/04/2023 Professor Hasaan Engr Mae 107 Lecture Notes The Objective of this Lab is to become familiar with Dimensions, Numbers, Graphs, Error analysis, and Units We will be using graduated cylinders, stop watches, manometers to measure the given volumetric flow rate. This lab priority is to teach students how to choose experimental tools using error analysis, and analyze experimental data using statistics and deal with outliers using the 3-sigma test. This lab covers probability distribution, average, and mean value. Three-sigma test: This method is particularly used calculating the standard deviation and the mean from the given dataset then finding the data points that fall outside of the three standard deviations from the mean. They will be removed as they are considered outliers. Z-score test: Calculates the Z-score of the data point, that is the quantity of standard deviations that are taken away from the mean. Generally, 2 to 3 are considered outliers and are removed. Box plot: The following box plot method uses the plotted data set and whisker plot to identify data points that fall outside of whiskers and like the other two tests generally the outliers are removed.
Several popular outliers detection methods are usually used using the three-sigma test which is why its the most popular method being used.
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