Outliers

The zip includes:(1) lsqAffineSpace: a 'low level' routine that takes a set of m-dimensional real sample data and returns the optimal-fit k-dimensional affine subspace, with some options for discarding outliers.(2) lsqPlane and lsqLine: lsqAffineSpace wrappers, that compute optimal line and... Platforms: Matlab

Command language audit software - used for audits: * audit identification of duplicates, gaps, audit for outliers, population summaries, data classification and stratification, univariate statistics, audit sample size computations, percentiles/quartiles, Federal holiday dates, histograms and... Platforms: Windows

A tool for Multi-Router Traffic Graphing software, MRTG Spike Remover removes anomalous 'spike' data from the MRTG logs in order to faciliatate reading the parts of the graph important to the surveyor, leaving out irrelevant data outliers. Platforms: Windows, Mac, Linux

Normally boxplot plots the whiskers with a maximum length based on the distance between the 25th and 75th percentile. This script uses boxplot but plots the whiskers for a specified percentile and only plots the outliers beyond the new whiskers.Note that the percentile is defined as the data... Platforms: Matlab

EZ-R Stats for Windows is an audit software tool for the auditor which can be used for fraud detection. Some of the key tools include testing conformity with Benford's law in order to identify unusual data distributions, procedures for quantifying population characteristics such as... Platforms: Windows

Perl::Metric::Basic is a Perl module that can provide basic software metrics. SYNOPSIS # first construct a PPI::Document object to pass in my $document = PPI::Document->load("t/lib/Acme.pm"); # then retrieve metrics on the document my $m = Perl::Metric::Basic->new; my $metric =... Platforms: *nix

Data Loom is a program for exploring multivariate data. It displays the data in a parallel coordinates chart, where each data variable is represented by a vertical axis and each data point is represented by a trace drawn across all the axes. Such charts can help you to see relationships between... Platforms: Mac

Sagata Multiple Regression software offers the power of a professional regression package with the ease and comfort of a Microsoft Excel interface.Features include:Qualitative/Categorical Factors - often inputs or factors in model fitting are qualitative or categorical in nature, e.g., the type... Platforms: Windows

weka outlier is an implementation of outlier detection algorithms for WEKA. CODB (Class Outliers: Distance-Based) Algorithm is the first algorithm developed using WEKA framework. Platforms: Windows, Mac, Linux

It uses a Log Pearson Type-3 distribution for estimating quantiles.NaN need to be removed in the dataset. If any years have missing data, it will still assume to include that year as part of the sample size-- as stipulated in 17B guidelines. An exmaple MAT file is provided for the user to test. A... Platforms: Windows, Mac, *nix, Matlab, Solaris

easyfitGUI(varargin) fits real data Y = f(X) easyfitGUI open a figure with uimenus devoted to process the data. VARARGIN: one or several matrix [X, Y] having: first column = vector of the independant variable (X) second column = vector of the dependant variable (Y). The Y-data are plotted... Platforms: Matlab

sel_and_del Interactively select and delete points from a line object using mouse input. Left-click selects the point closest to the click and Right-click unselects it. The selected points are highlighted with a black square. The selection process is stopped by hitting any keyboard key when the... Platforms: Matlab

The Ezyfit toolbox for Matlab enables the user to perform simple curve fitting of one-dimensional data using arbitrary (non linear) fitting functions.It will add a new menu to the MATLAB interface, which will make it more easily to write ser-defined fit equations, make interactive selections or... Platforms: Matlab