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Builtin Reference
    • binocdf
    • boxplot
    • cdf
    • cdfplot
    • chi2cdf
    • corr
    • corrcoef
    • corrcov
    • cov
    • cov2corr
    • dummyvar
    • ecdf
    • filloutliers
    • fitdist
    • geomean
    • grpstats
    • harmmean
    • icdf
    • isoutlier
    • kstest
    • kurtosis
    • lsline
    • mad
    • mode
    • nanmax
    • normalize
    • normcdf
    • norminv
    • normpdf
    • onehotdecode
    • onehotencode
    • pdf
    • prctile
    • quantile
    • refline
    • rmse
    • skewness
    • tabulate
    • tcdf
    • tiedrank
    • tinv
    • tpdf
    • ttest2
    • wblinv

refline — Add a reference line y = m*x + b to the current or specified axes.

refline appends straight reference lines to the current or specified axes and returns the created line handle or handles when requested. With no coefficients it adds least-squares lines for eligible scatter-style series in the axes. With coefficients it draws y = m*x + b over the current x-axis span.

Syntax

refline()
refline(coeffs)
refline(m, b)
refline(___, LineSpec, Name, Value)
refline(ax, ___)
h = refline(___)
h = refline(ax, ___)

Inputs

NameTypeRequiredDefaultDescription
coeffsNumericArrayYes—Two-element vector [slope intercept].
mNumericArrayYes—Line slope.
bNumericArrayYes—Line y-intercept.
styleAnyVariadic—Optional LineSpec or line Name/Value pairs.
axAxesHandleYes—Target axes handle.

Returns

NameTypeDescription
hNumericArrayLine graphics handle.

Errors

IdentifierWhenMessage
RunMat:refline:InvalidArgumentAxes handle, coefficient inputs, or style options are malformed.refline: invalid argument
RunMat:refline:InternalRunMat cannot construct or register the reference line.refline: internal error

How refline works

  • refline() and refline(ax) add least-squares reference lines for scatter-style series in the current or specified axes, matching MATLAB's lsline-style behavior.
  • refline([m b]) and refline(m,b) draw a line with slope m and intercept b; the compatibility target documents single and double coefficients, while RunMat mode additionally accepts all eight typed-integer classes after exact binary64 representability checks and retains logical coefficients as a separately declared extension.
  • refline(ax,...) targets the supplied axes handle.
  • The line uses explicit XLim when present. If x-limits are automatic, RunMat derives a finite x span from the target axes' visible data bounds and falls back to [0,1] only when no finite span is available.
  • As a RunMat extension, optional LineSpec and line Name/Value pairs such as Color, LineStyle, LineWidth, and DisplayName are accepted using the same parser as line plotting builtins.
  • The return value is a line graphics handle compatible with get and set for line properties such as XData, YData, Color, LineStyle, LineWidth, and DisplayName.

Examples

Add a least-squares reference line to a scatter plot

scatter(x, y);
h = refline;

Add a line with slope and intercept

h = refline(2, 1);

Use coefficient vector form and style the line

h = refline([0.5 3], '--r', 'DisplayName', 'reference');

Target a specific axes

ax = subplot(1,2,2);
refline(ax, [1 0]);

Using refline with coding agents

Open a RunMat example with live inputs, then ask the agent to explain how refline changes the result.

Run a small refline example, explain the result, then change one input and compare the output.

FAQ

Does refline compute a least-squares fit?⌄

Yes, when called without explicit coefficients it adds least-squares lines for eligible scatter-style series in the axes. When coefficients are supplied, it draws exactly y = m*x + b and does not fit a model.

Related Stats functions

Summary

binocdf · boxplot · cdf · cdfplot · chi2cdf · corr · corrcoef · corrcov · cov · cov2corr · dummyvar · ecdf · filloutliers · fitdist · geomean · grpstats · harmmean · icdf · isoutlier · kstest · kurtosis · lsline · mad · mode · nanmax · normalize · normcdf · norminv · normpdf · onehotdecode · onehotencode · pdf · prctile · quantile · rmse · skewness · tabulate · tcdf · tiedrank · tinv · tpdf · ttest2 · wblinv

Ml

bayesopt · classify · confusionmat · crossvalind · cvpartition · fitclinear · fitctree · fitlm · kmeans · knnsearch · lasso · lassoglm · linkage · lscov · mnrfit · optimizableVariable · pdist · pdist2 · perfcurve · predict · regress · ridge · squareform · test · training · tsne

Random

binornd · bootstrp · datasample · dividerand · exprnd · gamrnd · lhsdesign · mvnrnd · normrnd · random · randsample · rng · trnd · unidrnd · unifrnd · wblrnd

Hist

histc · histcounts · histcounts2

Options

statget · statset

Open-source implementation

Unlike proprietary runtimes, every RunMat function is open-source. Read exactly how refline is executed, line by line, in Rust.

  • View the source for refline in Rust on GitHub
  • Learn how the RunMat runtime works
  • Found a bug? Open an issue with a minimal reproduction.

About RunMat

RunMat is an open-source runtime that executes MATLAB-syntax code blazing on any GPU. It is licensed under the Apache 2.0 license.

  • RunMat automatically optimizes your math for GPU execution on Apple, Nvidia, and AMD hardware. No code changes needed. Simulations that took hours now take minutes.
  • Start running code in seconds. RunMat runs in the browser, on the desktop, or from the CLI. No license server, no IT ticket.

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On this page
  • Syntax
  • Inputs
  • Returns
  • Errors
  • How refline works
  • Examples
  • Add a least-squares reference line to a scatter plot
  • Add a line with slope and intercept
  • Use coefficient vector form and style the line
  • Target a specific axes
  • Using refline with coding agents
  • FAQ
  • Related Stats functions
  • Summary
  • Ml
  • Random
  • Hist
  • Options
  • Open-source implementation
  • About RunMat