The Unscrambler X 10.5.1

CAMO Software AS in Business / Other

The Unscrambler X screenshot

User Rating: 3.1 (29 votes)

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.

FEATURES:

· 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

File Size: 133 MB License: Trialware Price: FREE
Platform: Windows XP, Windows Vista, Windows Vista x64, Windows 7, Windows 7 x64, Windows 8, Windows 8 x64, Windows 10, Windows 10 x64
Downloads: Total: 289 | This Month: 0 Released: 2018-08-08
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