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MSD calculation with error bars using GROMACS

12/4/2020

10 Comments

 
To compute the MSD with error using GROMACS use the gmx analyze command: 
http://manual.gromacs.org/documentation/5.1/onlinehelp/gmx-analyze.html


For error bars in a single trajectory (block averaging) use the -ee option:

"Option -ee produces error estimates using block averaging. A set is divided in a number of blocks and averages are calculated for each block. The error for the total average is calculated from the variance between averages of the m blocks B_i as follows: error^2 = sum (B_i - <B>)^2 / (m*(m-1)). These errors are plotted as a function of the block size."

The command line is:
gmx analyze -f msd_all_DPPC.xvg -ee err_dppc

Error bars can also be added with the option -errbar, but only if you have multiple replicas of the same system. The errorbars can represent the standard deviation.

The command line is:
gmx analyze -f msd_all_DPPC.xvg -ee err_dppc -errbar stddev

Sofia
​
10 Comments
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5/27/2021 08:25:50 am

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Shruti Jain link
2/5/2024 12:25:47 am


Block averaging and error estimation techniques offer a robust way to analyze molecular dynamics data, enhancing accuracy and providing insights into system behavior. Adding error bars with standard deviation further strengthens data interpretation, highlighting variability and reproducibility in experimental results.




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