Mercurial > repos > public > sbplib
view plotConvergenceFit.m @ 1198:2924b3a9b921 feature/d2_compatible
Add OpSet for fully compatible D2Variable, created from regular D2Variable by replacing d1 by first row of D1. Formal reduction by one order of accuracy at the boundary point.
author | Martin Almquist <malmquist@stanford.edu> |
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date | Fri, 16 Aug 2019 14:30:28 -0700 |
parents | 0ef8965dd745 |
children |
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% Draws a line in a loglog plot with slope `slope` fitted to the data in `x` % and `y`. `xlength` scales how much of the interval [x(1) x(end)] is coverd % by the line. `offset` is a multiplicative offset to where the line is drawn % relative to the data. function hand = plotConvergenceFit(slope, x, y, xlength, offset) default_arg('xlength', 0.8) default_arg('offset', 1); % Optimise for log(y) = p*log(x) + q p = slope; logx = log(x); logy = log(y); N = length(logx); q = 1/N*sum(logy-p*logx); logxlength = xlength * abs(logx(end)-logx(1)); logxends = (logx(1)+logx(end))/2 + [-logxlength/2, logxlength/2]; xends = exp(logxends); yends = exp(q)*xends.^p; hand = line(xends, yends); hand.Color = Color.black; hand.LineStyle = '--'; hand.LineWidth = 2; end % function hand = plotConvergenceFit(slope, pos, width) % x0 = pos(1); % y0 = pos(2); % x = [x0*10^-(width/2) x0*10^(width/2)]; % y = x.^slope * x0^-slope * y0; % hand = line(x,y); % hand.Color = Color.black; % hand.LineStyle = '--'; % hand.LineWidth = 2; % end