"Software" tips

Win ISI:

• Looking to the Histograms
• Intercorrelation between constituents
• MONITOR: Predicted vs. Reference
• "Create Variable and values"
• "How to create a Lab file in Win ISI"
• Exporting from Win ISI / Importing into R
• Preparing spectrum to import into R package ChemoSpec
• Making things easier: Regression coefficients
• LOCAL Equations with Win ISI 4 (Part: 1)
• LOCAL en Win ISI 4 (Part 2): "Monitor"
• LOCAL: Creating the RED files

ISI Scan

• "Exporting form ISI Scan to LIMS"
• How to apply discriminant analysis in ISI Scan 4.xx
• Configuring ISI Scan to work with LOCAL
• Linking a product to "two types of PMs".

IFT (Infratec Instruments)

• "Converting from CRD to TXT and from TXT to Excel"

Chemometrics

• The need for an integrated solution
• The Eiffel tower principle and the potential of NIR
• Chemometrics: Barry M. Wise

R Software

• Posters & Applications
• Comparison of some Linear Regression Methods (Available in R) for a QSPR Problem
• Repeated double cross validation for estimation of prediction errors.
• Repeated double cross validation for optimization and evaluation of empirical classifiers
• CHEMOMETRICS
• Looking to the loadings in R
• Looking to the regression coefficients in R
• Looking to the PCA scores with GGobi
• ChemoSpec: HCA with PCA Scores
• Working with Shootout 2012 in R (001)
• GRAPHICS
• Plotting Base
• Plotting Base Demo
• Plotting Lattice
• Plotting with Lattice Graphics Demo
• Plotting Math
• Simulation in R
• FUNCTIONS
• Control Structures in R
• Writing Functions
• Scoping Rules for R
• Optimization Application
• The mapply function in R
• Using tapply and split in R
• Using the apply function in R
• Using the lapply function in R
• Debugging Tools in R 
• MISCELANEUS
• Plotting and Colors in R
• Regular Expressions
• Introduction to the Baltimore Homicide Data
• Regular Expressions in R
• Classes and Methods in R
• Dates and Times    

Excel:

• Linking Cells in Separate Worksheets in Excel
• Standard Error in Linear Regression

Unscrambler:

Tutorial #1 Introduction to Multivariate Data Analysis
Introduction to Spectral data analysis
Bridging the gap between Data & Knowledge
Chemometrics applied to NIR data




EigenVector
This is a selection of interesting videos from Eigenvector Reseach, Inc, you can see more here:

• EigenGuide: Cross-Validation Explained
• Advanced Preprocessing 1 (Introduction)
• Nonlinear Methods 1 (Introduction/MLR)
• Nonlinear Methods 2 (Polytransform/MLR)
• Nonlinear Methods 3 (Locally Weighted Regression)
• Nonlinear Methods 4 (Support Vector Machines)
• Nonlinear Methods 5 (Summary)

Matlab:

• Getting Started with MATLAB
• Working in the Development Environment
• Developing Algorithms
• Importing Data from Files
• Analyzing Data

Crystal Reports:

• Help Tutorials : Creando un informe -001