For each data set, only the last of the fifteen cycles is needed. It needs to have a few characteristic pieces pulled from the data including maximum, minimum, and an exponential, least-squares regression model. There is also a neutral zone which is a quasi-linear portion of the curve in the center allowing for more displacement with less force resistance. The length of that neutral zone is a key differentiator in intervertebral disc degeneration levels. For this research, the neutral zone is determined as being between the two points that first break from the linear pattern. Then, statistical analyses can be performed after the characteristic components are pulled from each data set.
The VBA routines assembled to analyze the data go through the following steps:
- Finds and copies the 15th cycle of data to a new worksheet named after the data set
- Calls a userform with a Microsoft Chart Object to allow a user to indicate the inflection points, which define the boundaries of the neutral zone
- Centers the neutral zone on the origin of the graph and offsets all of the data to match
- Calls the Solver add-in routines to provide three constants for four exponential best-fit models
- Calculates the total range, neutral zone range and the hysteresis in each sample
- Summarizes the data on a separate worksheet for ease in statistical analysis
Excel File: Cowtail Analysis
Write-up: Written Report
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