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updated 4 months ago

raamana/RobustFuzzyCMeans by Pradeep Reddy Raamana

Robust Fuzzy C-means (image processing, cmeans, fuzzy logic)

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updated 5 months ago

Robust Least-Squares Smoother by Jim

Jim (view profile)

Smooths Noisy, Outlier-Infested Data by Minimizing a Cost Function (smoother, smoothing, smoothing filter)

irlssmooth(x,tau,ord)

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updated 10 months ago

symbolTests.m by Ganindu

Newton Raphson for a Linear system of equations (newton raphson, robust, linear algebra)

nrm_linearsyseq.m

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updated 1 year ago

"UTide" Unified Tidal Analysis and Prediction Functions by Daniel Codiga

Sea level & vector current; irregular times; confidence intervals; constituent selection diagnostics (tides, tidal currents, tidal analysis)

ut_reconstr.m

ut_solv.m

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updated 1 year ago

rfitslm by Felipe G. Nievinski

Robust fit of simple linear regression model (ignoring NaNs). (slope, regression, robust)

Theil_Sen_Regress(x,y)

nanrfitslm (x, y)

nanrslope (x, y)

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updated 1 year ago

Robust linear regression by Damien Garcia

Damien Garcia (view profile)

RLINFIT(x,y) returns the coefficient estimates (slope and intercept) for a robust linear regression (linear regression, robust)

rlinfit(x,y,p)

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updated 1 year ago

Robust Multidimensional scaling (MDS) using ECDFs by michael kim

Take m points in R^n and transform those points to R^p such that the ECDF of distances are preserved (mds, multidimensional scal..., ecdf)

ksMSD(inputMat, projColSize, sampleSize, totalReps)

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updated 2 years ago

Nadaraya-Watson smoothing by Jan Motl

Jan Motl (view profile)

A non-parametrical regression (smoothing) tool using Gaussian kernel. (regression, smoothing, smooth)

[smoothed score h]=smoothing(ydata,varargin)

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updated almost 3 years ago

mvsregress by Robert Piche

Robert Piche (view profile)

Robust multivariate regression using the Student-t distribution (statistics, student, studentt)

[b,SIGMA,RESID]=mvsregress(X,y,nu)

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updated 3 years ago

Theil–Sen estimator by Arnout Tilgenkamp

Robust regression for slope estimation between 1dimensional X and y (regression, slope, estimation)

Theil_Sen_Regress(x,y)

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updated almost 4 years ago

regstats2 by Oleg Komarov

Oleg Komarov (view profile)

Regstats enhanced. Robust std.errors; loops on a matrix of responses, 'onlydata' model. (regstats, regression, statistics)

REGSTATS2: what's new

stats=regstats2(responses,data,model,whichstats)

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updated 4 years ago

Robust Sudoku Solver by Iskander Benhadj

Robust Sudoku solver is robust solver. (sudoku, robust, excellent)

elimination (TAB,i,lon,permut_tab1)

solver

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updated 4 years ago

lowtrimmean by Yury

Yury (view profile)

Analogous to Matlab trimmean, but trims only the low values. (statistics, robust, central estimate)

lowtrimmean(x,percent,flag,dim)

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updated almost 5 years ago

Robust Sparse data types by Matt J

Matt J (view profile)

Creates sparse array like MATLAB's built-in sparse type, but robust to certain bugs/errors. (sparse, patch, bug)

asgn(a1, a2)

defaultTref

defaultTref

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updated almost 5 years ago

Local Regression 2D by Arnout Tilgenkamp

Local Regression for 2D Data with plot/figure (finance, regression, local regression)

[y0]=MLR(X,y,span,X0,robuust)

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updated 9 years ago

CircleFit.m by J. David Cogdell

Robust nonlinear least squares fit of exact equation of circle to xy data (optimization, robust, nonlinear)

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updated 9 years ago

Datum2D.m by J. David Cogdell

Fits arbitrary-order linear least squares equation to xy data with (optional) automatic outlier ... (optimization, robust, lls)

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updated almost 10 years ago

Application of Parity Relation based FDI by Hafiz Bilal Ahmad

Robust residual generation for FDI in dynamic systems. (robust, residual generation, parity relation)

actuator.m

ang_sensor.m

no_fault.m

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updated 10 years ago

Robust Data File Reading utility (RDFREAD) by Michael Boldin

Michael Boldin (view profile)

Imports data from a comma- or tab-delimitted file. (data import, data export, import)

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updated 12 years ago

Robust Aeroservoelastic Stability Analysis by Marty Brenner

Companion Software (controls, robust, aeroservoelastic)

Pitch_plunge.m

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updated almost 13 years ago

Robust Adaptive Control by Petros Ioannou

Companion Software (controls, textbook, robust)

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