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updated 3 months ago

boxplot by Cris Luengo

Elegant box plot with a few customisation features (box plot, box and whiskers, outliers)

boxplot(y,varargin)

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updated 7 months ago

CVXB: Image segmentation with artifacts and bias by Dominique Zosso

Region-based image segmentation model with artifacts (outliers) detection and bias correction. (image processing, image segmentation, chanvese)

CVXB( I, u, lambda, alpha, beta, gamma, rho, tau_u, tau_L...

CVXBdemo.m

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updated 9 months ago

labelpoints by Adam Danz

Adam Danz (view profile)

Automatically label points in your plot given x and y values & a string of labels + Outliers option. (labeling, data labels, text)

labelpoints

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updated 12 months ago

Remove outliers by M Sohrabinia

M Sohrabinia (view profile)

Turns outliers from a vector or matrix to NaN based on modified Thompson Tau method (outliers, thompson tau, matrix outliers)

outliers(X0, num_outliers)

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updated 1 year ago

Bayesian robust regression mixture model by Gabriel Agamennoni

MatLab object for clustering real-valued input-output data with noise and outliers (clustering, linear regression, bayesian models)

brrmmtest()

compdir(fun,eff,param,comp,weight,in,out, reg,thres,ad...

estim(obj,in,out,varargin)

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updated 1 year ago

Bayesian robust mixture model by Gabriel Agamennoni

MatLab object for clustering real-valued data with noise, outliers and missing values (bayesian models, clustering, robust clustering)

brmmtest()

estim(obj,data,varargin)

estimparam(param,comp,weight,feat)

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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

Bayesian robust state-space mixture model by Gabriel Agamennoni

MatLab object for grouping sequences of real-valued, noisy data according to their underlying dynami (linear dynamical syst..., bayesian learning, sequence clustering)

brssmmtest()

estim(obj,data,varargin)

estimparam(comp,init,trans,obs, class,weight,state,feat)

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updated 1 year ago

Bayesian robust simplicial mixture model by Gabriel Agamennoni

MatLab object for clustering real-valued data with noise, outliers and missing values (bayesian learning, mixture models, topic models)

brsmmtest()

estim(obj,data,varargin)

estimparam(param,class,symb,weight,feat)

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updated 1 year ago

Bayesian robust hidden Markov model by Gabriel Agamennoni

MatLab object for segmenting sequences of real-valued data with noise, outliers and missing values. (hidden markov models, bayesian learning, sequence segmentation)

Estim(Obj,Feat,varargin)

EvalDiv(pTransWeight,pTransStren,pEmissWeight,pEmissStren...

GenParam(TransWeight,TransStren, EmissWeight,EmissStre...

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updated 2 years ago

Non-Local Euclidean Medians by Kunal Chaudhury

Non-local patch-based image denoising using Non-Local Euclidean Medians (NLEM). (nonlocal means, patch regression, nonlinear diffusion)

NLEM(imgNoisy, h, P, S)

findEuclideanMedian

demo.m

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updated almost 3 years ago

MATLAB Implementation of Harmonic ANalysis of Time Series (HANTS) by Mohammad Abouali

Harmonic ANalysis of Time Series (HANTS) (harmonic analysis, time series, compression)

ApplyHants(y,nb,nf,fet,dod,HiLo,low,high,delta)

HANTS(ni,nb,nf,y,ts,HiLo,low,high,fet,dod,delta)

ReconHANTSData(amp,phi,nb)

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updated 3 years ago

Outliers by Niccolo Battistini

Create vectors of outliers and non-outliers according to either Grubbs or Interquartile range method (outliers, grubbs, interquartile range)

outliers(X,method,alpha)

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updated 3 years ago

Outlier Detection and Removal [hampel] by Michael Lindholm Nielsen

Detect and replace outliers with appropriate local values in a non-linear time series. (hampel filter, outliers, time series)

hampel(X, Y, DX, T, varargin)

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updated almost 5 years ago

Descriptive Statistics by Matthias Chung

Matthias Chung (view profile)

Calculates key values of the descriptive statistics (statistics, descriptive statistic..., quartile)

getDescriptiveStatistics(x, param)

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updated 5 years ago

Find Outliers with Thompson Tau by Michele Rienzner

Finds the outliers in a sample with the modified Thompson Tau method (outliers)

find_outliers_Thompson(X, alpha, method, pri)

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updated 6 years ago

click2smooth.m v1.0 (Sep 2009) by Carlos Adrian Vargas Aguilera

Smooths data by clicking on the figure. (gui, signal processing, smooth)

click2smooth(varargin)

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updated 6 years ago

Remove Outliers by Vince Petaccio

Vince Petaccio (view profile)

Uses the Thompson Tau technique to remove outliers from a vector containing statistical data. (thomspon, tau, method)

removeoutliers(datain)

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updated almost 9 years ago

ACR by Antonio Trujillo-Ortiz

Upper percentiles squared Mahalanobis distance critical value for test of single multivariate normal (statistics, probability, squared mahalanobis d...)

ACR(p,n,alpha)

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updated almost 10 years ago

naninterp by E. Rodriguez

E. Rodriguez (view profile)

One dimensional Interpolation over NaNs. (matrices, nan, nans)

naninterp(X)

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