The Unscrambler X 10.2

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The Unscrambler X is a comprehensive and reliable application that enables users to analyze large and complex data sets.

It has set the standard in MVA software for over 25 years, and is the preferred tool for thousands of people around the world who rely on precise, timely and insightful analysis of their data.

Designed with the needs of end-users in mind, The Unscrambler X is recognized for its easy importing options, unrivalled ease of use, outstanding visualizations and state-of-the-art analytical methods.

NOTE: In order to get the trial period users need to register on The Unscrambler X website. Here are some key features of "The Unscrambler X":

· Analysis Methods
· Descriptive statistics (Mean, Standard Deviation, Box-Plot, skewness, kurtosis, correlation matrix)
· Principal Component Analysis (PCA)
· Multivariate Curve Resolution (MCR)
· Regression (MLR, PCR, PLS-R, 3-way PLS-R)
· Prediction from PCR, PLS-R and 3-way PLSR models
· Clustering (K-Means)
· Classification (SIMCA, PLS-DA)
· ANOVA and Response Surface ANOVA
· Validation options: Leverage Correction, Cross-Validation (freely choose number of samples per segment), Test Set
· Variable Scaling options: Scaling is free on each variable. Suggested options: Auto-scaling, Constant, Passify
· Interaction and Square terms can be included in PCA, MLR, PCR and PLS-R models
· Smart Tools for Analysis
· Automatic detection of significant X-variables in PCR and PLS-R
· Model Stability in PCA, PCR and PLS-R
· Automatic outlier detection in PCA, MLR, PCR, PLS-R and Prediction
· Message list of recommendations in MCR modeling
Interactive analysis:
· Mark samples and/or variables on plots
· Recalculate With or Without Marked samples or variables
· Recalculate With Passified Marked or Unmarked variables
· Extract Data from Marked or Unmarked
· Automatic Pretreatments in Prediction and Classification
· Interactive help
· Tutorial exercises guiding you through the use of all The Unscrambler? modeling techniques in application examples
· Design of Experiments
· Design Wizard: Takes you through the stages of building a design
· Fractional and Full Factorial designs
· Plackett-Burman designs
· Central Composite designs
· Box Behnken designs
· Mixture designs (Simplex-Lattice, Axial, Simplex-Centroid)
· D-Optimal designs of mixtures and non-mixtures
· Effects plots of main effects and interaction effects; response surface plots
· Data Pretreatments
· Smoothing: Moving Average, Savitzky Golay, Median filter, Gaussian filter
· Normalize: Area, Unit Vector, Mean, Maximum, Range, Peak
· Spectroscopic conversions: absorbance/reflectance, reflectance/ Kubelka-Munk, wave number / nanometers
· Multiplicative Signal Correction (MSC) & Extended MSC (EMSC)
· Noise
· Derivatives: Norris-Gap, Gap-Segment and Savitzky Golay
· Baseline offset and Linear Baseline correction
· Standard Normal Variate (SNV)
· Mean centering , standard deviation scaling
· User-Defined pretreatments (programmed for e.g. in Matlab or C++ and utilized in The Unscrambler? as a dll)
· The Result Viewer
· Over 100 pre-defined plots (Scores, Loadings, Loading weights, Correlation Loadings, Stability Plot, Bi-plot, Leverages, Variances, RMSE, Regression coefficients, Predicted vs. Measured, Residuals, Response Surface?)
· Many plot options: Sample grouping with colors or symbols; Insert text; Remove grid; Display plot as Line/Bars/Accumulated bars?
· Live rotation of 3D plots
· PC Navigation tool: navigate along model components in a single click
· Spreadsheet Editor
· No size limit
· 2D and 3D tables supported
· Continuous, discrete and mixture variables supported
· Sample and variable names of up to 49 characters
· Raw data plots (Line, 2D scatter, 3D scatter, Normal probability, Histogram, Matrix, Matrix 3D)
· Set Editor: allows to work freely either on the whole table or on a selection of samples and/or variables
· Sort samples / Sort Variables
· Transpose
· Mathematical array manipulation
· Fill missing values
· Undo/Redo functionality
· Interactions with Other Software
· Drag 'n' drop values, sample names and variable names from Excel to The Unscrambler
· Copy/Paste data or plots to Microsoft Office applications
· Data import of 2D and 3D data tables with over 20 file formats supported: ASCII, spreadsheet software (Excel, Lotus), statistical software (NSAS, Matlab) and instrument software: JCAMP-DX, Tracker (Foss), APC, Grams (Thermo Electron), MVACDF, Indico (Analytical Spectral Devices), CLASS-PA & SpectrOn (Guided-Wave), F3D (Hitachi), BFF3 (Brimrose)
· User-Defined Import: allows to import any file format using a preprogrammed DLL
· Data export in various formats (ASCII, Matlab, JCAMP-DX?)
· Model export in various formats (ASCII, NSAS, Vision, Tracker)
· 21 CFR Part 11 compliant
· Password protected Login, with p assword expiration after 70 days
· Secure electronic signatures
· The user name, date, time and software version used to generate data and model files are registered
· Details from the instrument source file are passed on into the Unscrambler data file under importation
· All formatting operations on the data set are recorded in the Log trail
· All computations performed on the data set are recorded in the Log trail
· All transformations performed on the data set are recorded in the Log trail
· Locked data sets cannot be edited
· The source data set's name and path are recorded in the resulting model file
· The source data set's transformations are recorded in the resulting model file
· The complete and detailed model settings are recorded in the resulting model file
· Printed plots contain date, time, file name, software name and user initials
Requirements:

· Pentium 233-megahertz (MHz) or higher
· RAM: 1 GB minimum; higher is recommended
· Hard disk space: 150 MB
· .NET Framework 2.0
· Internet Explorer 7 or higher
Limitations:

· 30-Day Trial What's New in This Release: [ read full changelog ]

· The Import Interpolate function has been included in some of the vendor-specific imports. This allows data to be combined into a single table if the starting and ending points are slightly different from each other.
· Recalculate With New is added as a new feature to PCA, PCR, PLS, which allows the addition of new data to an existing model.
· Improvements have been made in the way ASCII and Excel files are imported.

Three new vendor specific imports have been included:
· DeltaNu
· rap-ID
· Visiotec

· Export of DeltaNu files formats is now available.
· Digital signatures have been added to File - Security for enhanced data integrity purposes.
· A completely new implementation of the Orthogonal Signal Correction function has been made based on Tom Fearn's algorithm.
· An Interpolation function has been added to Tasks - Transform.
· A new algorithm for Quantile Normalization has been added to Tasks - Transform.
· Mean, Min and Max plots have been added to Tasks - Descriptive Stati...