Thursday, November 17, 2011

Peak Error Estimate

Today I was finalizing making update figures for the DLSCL J0916.2+2953 letter and one of the details had to do with adding peak error bars to the weak lensing mass maps.  First I estimate the peak using an analysis that takes advantage of all the observed galaxies. Then to estimate the variance I use weak lensing maps that are the product of a bootstrap sample of the observed galaxies.  Taking extraction regions around each subcluster I then measure the distribution of peaks in the bootstrap sample. See the screen capture from my research note book (side note: I highly recommend Microsoft OneNote).


Weak Lensing Peak Variance Estimate Notes
This gives me a distribution in each peaks RA and Dec. For example the y-pixel coordinate of the Subaru weak lensing southern peak is shown below.  The dashed lines represent the 1 sigma deviations and the blue and red lines are just different statistics.

Finally this information is plotted on the weak lensing mass map as blue cross-hairs.


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