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gmx-analyze(1)			GROMACS Manual			gmx-analyze(1)

NAME
       gmx-analyze - Analyze data sets

SYNOPSIS
       gmx analyze [-f [<.xvg>]] [-ac [<.xvg>]] [-msd [<.xvg>]]
		   [-cc [<.xvg>]] [-dist [<.xvg>]] [-av [<.xvg>]]
		   [-ee [<.xvg>]] [-bal [<.xvg>]] [-g [<.log>]]
		   [-nice <int>] [-[no]w] [-xvg <enum>] [-[no]time]
		   [-b <real>] [-e <real>] [-n <int>] [-[no]d] [-bw <real>]
		   [-errbar <enum>] [-[no]integrate] [-aver_start <real>]
		   [-[no]xydy] [-[no]regression] [-[no]luzar] [-temp <real>]
		   [-fitstart <real>] [-fitend <real>] [-filter <real>]
		   [-[no]power] [-[no]subav] [-[no]oneacf] [-acflen <int>]
		   [-[no]normalize] [-P <enum>] [-fitfn <enum>]
		   [-beginfit <real>] [-endfit <real>]

DESCRIPTION
       gmx  analyze  reads an ASCII file and analyzes data sets. A line in the
       input file may start with a time (see option -time) and any  number  of
       y-values may follow. Multiple sets can also be read when they are sepa‐
       rated by & (option -n); in this case only one y-value is read from each
       line. All lines starting with  and @ are skipped. All analyses can also
       be done for the derivative of a set (option -d).

       All options, except for -av and -power,	assume	that  the  points  are
       equidistant in time.

       gmx  analyze  always  shows  the average and standard deviation of each
       set, as well as the relative deviation of the third and fourth cumulant
       from those of a Gaussian distribution with the same standard deviation.

       Option  -ac  produces the autocorrelation function(s). Be sure that the
       time interval between data points is much shorter than the  time	 scale
       of the autocorrelation.

       Option -cc plots the resemblance of set i with a cosine of i/2 periods.
       The formula is: 2 (integral from 0 to T of y(t)	cos(i  pi  t)  dt)2  /
       integral	 from  0  to T of y2(t) dt This is useful for principal compo‐
       nents obtained from covariance analysis, since the principal components
       of random diffusion are pure cosines.

       Option -msd produces the mean square displacement(s).

       Option -dist produces distribution plot(s).

       Option  -av produces the average over the sets. Error bars can be added
       with the option -errbar. The errorbars can represent the standard devi‐
       ation,  the error (assuming the points are independent) or the interval
       containing 90% of the points, by discarding 5% of the points at the top
       and the bottom.

       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: error2 =  sum  (B_i  -
       B)2  /  (m*(m-1)).  These errors are plotted as a function of the block
       size. Also an analytical block average curve is plotted, assuming  that
       the  autocorrelation is a sum of two exponentials. The analytical curve
       for the block average is:  f(t)	=  sigma*sqrt(2/T  (   alpha	(tau_1
       ((exp(-t/tau_1) - 1) tau_1/t + 1)) + (1-alpha) (tau_2 ((exp(-t/tau_2) -
       1) tau_2/t + 1)))), where T is the total time. alpha, tau_1  and	 tau_2
       are  obtained by fitting f2(t) to error2. When the actual block average
       is very close to the analytical curve, the error is  sigma*sqrt(2/T  (a
       tau_1  + (1-a) tau_2)). The complete derivation is given in B. Hess, J.
       Chem. Phys. 116:209-217, 2002.

       Option -bal finds and subtracts	the  ultrafast	"ballistic"  component
       from  a	hydrogen bond autocorrelation function by the fitting of a sum
       of exponentials, as described in e.g. O.	 Markovitch,  J.  Chem.	 Phys.
       129:084505,  2008.  The	fastest term is the one with the most negative
       coefficient in the exponential, or with -d, the one with most  negative
       time  derivative at time 0. -nbalexp sets the number of exponentials to
       fit.

       Option -gem fits bimolecular rate constants ka and kb  (and  optionally
       kD)  to	the  hydrogen  bond  autocorrelation function according to the
       reversible geminate recombination model. Removal of the ballistic  com‐
       ponent  first  is  strongly  advised.  The  model  is  presented	 in O.
       Markovitch, J. Chem. Phys. 129:084505, 2008.

       Option -filter prints the RMS high-frequency fluctuation	 of  each  set
       and  over  all  sets  with respect to a filtered average. The filter is
       proportional to cos(pi t/len) where t goes from -len/2 to len/2. len is
       supplied with the option -filter. This filter reduces oscillations with
       period len/2 and len by a factor of 0.79 and 0.33 respectively.

       Option -g fits the data to the function given with option -fitfn.

       Option -power fits the data to b ta, which is accomplished  by  fitting
       to  a t + b on log-log scale. All points after the first zero or with a
       negative value are ignored.

       Option -luzar performs a Luzar & Chandler kinetics analysis  on	output
       from  gmx  hbond.  The  input file can be taken directly from gmx hbond
       -ac, and then the same result should be produced.

OPTIONS
       Options to specify input and output files:

       -f [<.xvg>] (graph.xvg) (Input)
	   xvgr/xmgr file

       -ac [<.xvg>] (autocorr.xvg) (Output, Optional)
	   xvgr/xmgr file

       -msd [<.xvg>] (msd.xvg) (Output, Optional)
	   xvgr/xmgr file

       -cc [<.xvg>] (coscont.xvg) (Output, Optional)
	   xvgr/xmgr file

       -dist [<.xvg>] (distr.xvg) (Output, Optional)
	   xvgr/xmgr file

       -av [<.xvg>] (average.xvg) (Output, Optional)
	   xvgr/xmgr file

       -ee [<.xvg>] (errest.xvg) (Output, Optional)
	   xvgr/xmgr file

       -bal [<.xvg>] (ballisitc.xvg) (Output, Optional)
	   xvgr/xmgr file

       -g [<.log>] (fitlog.log) (Output, Optional)
	   Log file

       Other options:

       -nice <int> (0)
	   Set the nicelevel

       -[no]w  (no)
	   View output .xvg, .xpm, .eps and .pdb files

       -xvg <enum> (xmgrace)
	   xvg plot formatting: xmgrace, xmgr, none

       -[no]time  (yes)
	   Expect a time in the input

       -b <real> (-1)
	   First time to read from set

       -e <real> (-1)
	   Last time to read from set

       -n <int> (1)
	   Read this number of sets separated by &

       -[no]d  (no)
	   Use the derivative

       -bw <real> (0.1)
	   Binwidth for the distribution

       -errbar <enum> (none)
	   Error bars for -av: none, stddev, error, 90

       -[no]integrate  (no)
	   Integrate data function(s) numerically using trapezium rule

       -aver_start <real> (0)
	   Start averaging the integral from here

       -[no]xydy  (no)
	   Interpret second data set as error in the y values for integrating

       -[no]regression	(no)
	   Perform a linear regression analysis on the data. If -xydy is set a
       second  set will be interpreted as the error bar in the Y value. Other‐
       wise, if multiple data sets are present a multilinear  regression  will
       be  performed yielding the constant A that minimize chi2 = (y - A_0 x_0
       - A_1 x_1 - ... - A_N x_N)2 where now Y is the first data  set  in  the
       input  file  and	 x_i the others. Do read the information at the option
       -time.

       -[no]luzar  (no)
	   Do a Luzar and Chandler analysis  on	 a  correlation	 function  and
       related	as  produced  by gmx hbond. When in addition the -xydy flag is
       given the second and fourth column will be  interpreted	as  errors  in
       c(t) and n(t).

       -temp <real> (298.15)
	   Temperature for the Luzar hydrogen bonding kinetics analysis (K)

       -fitstart <real> (1)
	   Time	 (ps) from which to start fitting the correlation functions in
       order to obtain the forward and backward rate constants for HB breaking
       and formation

       -fitend <real> (60)
	   Time	 (ps) where to stop fitting the correlation functions in order
       to obtain the forward and backward rate constants for HB	 breaking  and
       formation. Only with -gem

       -filter <real> (0)
	   Print  the high-frequency fluctuation after filtering with a cosine
       filter of this length

       -[no]power  (no)
	   Fit data to: b ta

       -[no]subav  (yes)
	   Subtract the average before autocorrelating

       -[no]oneacf  (no)
	   Calculate one ACF over all sets

       -acflen <int> (-1)
	   Length of the ACF, default is half the number of frames

       -[no]normalize  (yes)
	   Normalize ACF

       -P <enum> (0)
	   Order of Legendre polynomial for ACF (0 indicates none): 0, 1, 2, 3

       -fitfn <enum> (none)
	   Fit function: none, exp, aexp, exp_exp, vac, exp5, exp7, exp9, erf‐
       fit

       -beginfit <real> (0)
	   Time where to begin the exponential fit of the correlation function

       -endfit <real> (-1)
	   Time	 where to end the exponential fit of the correlation function,
       -1 is until the end

SEE ALSO
       gromacs(7)

       More  information  about	 GROMACS  is  available	 at   <http://www.gro‐
       macs.org/>.

VERSION 5.0.6							gmx-analyze(1)
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