Data+Analysis+and+Fit+Posted

Data+Analysis+and+Fit+Posted - Data Analysis - Use of...

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Unformatted text preview: Data Analysis - Use of Matlab to Analyze Real World Data Why Analyze Data? Why measure or acquire data? Lord Kelvin: To measure is to know If you cannot measure it you cannot improve it X-rays will prove to be a hoax radio has no future Using the Linear, Power, and Exponential Functions to Describe data. Each function gives a straight line when plotted using a specific set of axes: 1. The linear function y = mx + b gives a straight line when plotted on rectilinear axes. Its slope is m and its intercept is b . 2. The power function y = bx m gives a straight line when plotted on log-log axes. 3. The exponential function y = b (10) mx and its equivalent form y = be mx give a straight line when plotted on a semilog plot whose y-axis is logarithmic. 6-2 6-2 Function Discovery. The power function y = 2 x - . 5 and the exponential function y = 10 1- x plotted on linear, semi-log, and log-log axes. . 6-3 6-3 Steps for Function Discovery 1. Examine the data near the origin. The exponential function can never pass through the origin (unless of course b = 0, which is a trivial case). The linear function can pass through the origin only if b = 0. The power function can pass through the origin but only if m 0. 6-4 6-4 Examples of exponential functions 6-5 6-5 Examples of power functions....
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Data+Analysis+and+Fit+Posted - Data Analysis - Use of...

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