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>
date Fri, 16 Aug 2019 14:30:28 -0700
parents 0ef8965dd745
children
line wrap: on
line source

% 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