Site map

        
             
General   Uncertainties of predictions   Practice   Paper (PDF)
    Trends and develoments   Summary   New horizons in industrial statistics
    Latent structure of solutions   Summary   Paper (PDF)
    Industrial data and applications   Summary   Paper (PDF)
    Predictions based on industrial data   Summary   Paper (PDF)
             
H-method   Background for the H-method   Basic tasks    
        Prediction variance    
        Fit & model precision    
        Mean squared error    
        Significance testing   Case study (PDF)
    Formulation        
    Decomposition of data        
    Summary        
    History   Heisenberg & Bohr    
        Herman Wold    
        Harald & Svante    
             
Methods   Weighing procedures   Summary   Tutorial
    Linear Regression. Basic methods   Summary   Tutorial
    Linear Regression. Specialized methods   Summary   Tutorial
    Process control. Basic methods   Summary   Tutorial
    Process control. Advanced methods   Summary   Tutorial
    Multi-block methods   Summary   Tutorial
    Path Modelling   Summary   Tutorial
    Classification procedures   Summary   Tutorial
    Classification and regression   Summary   Tutorial
    Multi-way data analysis   Summary   Tutorial
    Regression analysis using multi-way data   Summary   Tutorial
    Non-linear methods   Summary   Tutorial
    Low-dimensional polynomial surface   Summary   Tutorial
    Optimal response methods   Summary   Tutorial
             
Graphics   H-methods and graphic analysis   Summary   Paper(PDF)
    Vectors in algorithms        
    PCA type of graphics        
    Linear regression        
    Ridge regression        
    Mixed models        
    Process control        
             
Modelling issues   Pre-processing data   Centering and scaling   Paper (PDF)
    Subset selection of variables   Standard procedures    
        CovProc methods    
    Analysis of risiduals        
             
Demos   PCA-type of analysis        
    Regression        
             
Algorithms   Some useful algorithms        
             
PhD-course            
             
             
             
Author   Recent publications   Recent lectures at conferences    
             

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