bindata.m

版本 1.2.0.0 (761.0 KB) 作者: Dan Chavas
Bins 2D data into desired (x1, x2) bins and returns arrays of mean/median + count within all bins
96.0 次下载
更新时间 2017/1/20

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File takes array of z data on 2D (x1, x2) grid, bins it into user-input bins, and returns arrays of mean/median + count within all bins. Example file plots data using imagesc.
Note: binning is achieved via for loops and could probably be sped up via vectorization, though attempts to vectorize the code seemed not able to avoid some error in dealing with e.g. boundary values, NaN values, mismatches between input data and bin ranges etc. Also vectorization is easy for the mean but does not seem possible (as far as I could tell) if other summary statistics are desired (e.g. median, which is included in this code).

引用格式

Dan Chavas (2024). bindata.m (https://www.mathworks.com/matlabcentral/fileexchange/61225-bindata-m), MATLAB Central File Exchange. 检索来源 .

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版本 已发布 发行说明
1.2.0.0

Old files got uploaded somehow accidentally in previous update attempt.

1.1.0.0

Fixed bug in xdata and ydata, which were transposed (and thus were vectors of constant value). Updated example script to use an offset from (0,0) and bin widths not equal to one as a better test of the code.

1.0.0.0

Added comments to bindata.m, uploaded a picture
Elaborated on code construction and reasoning for using loops for binning despite it being slower than vectorized code.