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PLS-PM Latent Unit Grouping and Classification with Kohonen Networks : ClickOnCare.com
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PLS-PM Latent Unit Grouping and Classification with Kohonen Networks

 

Marketed By :  Scholars' Press   Sold By :  Kamal Books International  
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The French-style of data analysis developed by Jean-Paul Benzécri, data analysis à la Française was based on the philosophical assumption which acknowledges the development of models to fit the data, instead of the rejection of hypotheses based on the lack of fit. Visual presentations make it easier to intuitively understand the data structure and “to stabilize and memorize” the forms of the relationships and further interpretation. The different scientific communities do not agree with the same definitions for the heterogeneity grouping/discrimination taxonomies. The assumption of the latent data structure is homogenous is often unrealistic. On the measurement model level, sequential segmentation strategies, usually fail to identify groups of units with distinctive inner path model estimates. The solution proposed by researchers is based on other segmentation approaches; studies show that these techniques continue to suffer from deficiencies related for example with the types of heterogeneity covered, shapes of clusters or distributional assumptions. The proposed method, KN-PLS is appropriate for complex type of shapes of data creating well defined latent classes.

Product Specifications
SKU :COC76346
AuthorSérgio Nobre
LanguageEnglish
BindingPaperback
Number of Pages276
Publishing Year2014-06-17T00:00:00.000
ISBN9783639711165
Edition1 st
Book TypeStochastics
Country of ManufactureIndia
Product BrandScholars' Press
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-10-08 00:00:00
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