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  1. Data Management
  2. DM-13650

Add Orthogonal Distance Regression fits to the color analysis

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    Details

    • Type: Story
    • Status: Done
    • Resolution: Done
    • Fix Version/s: None
    • Component/s: pipe_analysis
    • Labels:
      None
    • Story Points:
      4
    • Epic Link:
    • Sprint:
      DRP S18-3, DRP S18-4, DRP S18-5, DRP S18-6
    • Team:
      Data Release Production

      Description

      The current polynomial fits in the color analysis use numpy.polyfit, which performs a regression on the vertical offsets from the polynomial.  A regression on the orthogonal distance to the fit is preferable (and required for nearly-vertical distributions).  This ticket is to implement an Orthogonal Distance Regression using “odr” uses the scipy.odr module (the numpy.polyfit fit will be retained as it serves as an initial guess for the "odr" fit).

       

      The work here will likely be done as part of the DM-13154 ticket (as plotting limits and refinements may require adjustments as a result of this work).

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            lauren Lauren MacArthur created issue -
            lauren Lauren MacArthur made changes -
            Field Original Value New Value
            Epic Link DM-12735 [ 36334 ]
            lauren Lauren MacArthur made changes -
            Link This issue blocks DM-13651 [ DM-13651 ]
            lauren Lauren MacArthur made changes -
            Status To Do [ 10001 ] In Progress [ 3 ]
            yusra Yusra AlSayyad made changes -
            Sprint DRP S18-3 [ 687 ] DRP S18-3, DRP S18-4 [ 687, 696 ]
            yusra Yusra AlSayyad made changes -
            Sprint DRP S18-3, DRP S18-4 [ 687, 696 ] DRP S18-3, DRP S18-4, DRP S18-5 [ 687, 696, 707 ]
            lauren Lauren MacArthur made changes -
            Link This issue relates to DM-13154 [ DM-13154 ]
            lauren Lauren MacArthur made changes -
            Reviewers Yusra AlSayyad [ yusra ]
            Status In Progress [ 3 ] In Review [ 10004 ]
            yusra Yusra AlSayyad made changes -
            Sprint DRP S18-3, DRP S18-4, DRP S18-5 [ 687, 696, 707 ] DRP S18-3, DRP S18-4, DRP S18-5, DRP S18-6 [ 687, 696, 707, 727 ]
            yusra Yusra AlSayyad made changes -
            Risk Score 0
            swinbank John Swinbank made changes -
            Epic Link DM-12735 [ 36334 ] DM-12737 [ 36336 ]
            yusra Yusra AlSayyad made changes -
            Status In Review [ 10004 ] Reviewed [ 10101 ]
            lauren Lauren MacArthur made changes -
            Resolution Done [ 10000 ]
            Status Reviewed [ 10101 ] Done [ 10002 ]
            yusra Yusra AlSayyad made changes -
            Epic Link DM-12737 [ 36336 ] DM-12735 [ 36334 ]

              People

              Assignee:
              lauren Lauren MacArthur
              Reporter:
              lauren Lauren MacArthur
              Reviewers:
              Yusra AlSayyad
              Watchers:
              John Swinbank, Lauren MacArthur, Yusra AlSayyad
              Votes:
              0 Vote for this issue
              Watchers:
              3 Start watching this issue

                Dates

                Created:
                Updated:
                Resolved:

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