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218     RESEARCH METHODOLOGY





                                                  Model Inputs
                     Gathered data from U.S. businesses and government agencies to be analyzed




                                                Model Development

                      Characterize U.S. businesses and government agencies based on SIC codes
                               and solid waste compositions to determine waste groups
                                           (multivariate cluster analysis)




                       Solid Waste Group 1         Solid Waste                  Solid Waste
                                                                    • • • • •
                                                    Group 2                      Group n
                       Quantify annual solid
                         waste generation
                     (multivariable regression
                            analysis)



                     Evaluate businesses and      Performance                  Performance
                     government agencies by                         • • • • •
                     establishing performance      Parameters                   Parameters
                                                    Group 2
                                                                                 Group n
                           parameters





                                                   Model Outputs
                   •  Characterization and classification of U.S. businesses and government agencies
                     that generate similar solid waste compositions
                   •  Determination of significant variables that influence solid waste quantities
                   •  Prediction and evaluation of annual solid waste generation
                   •  Evaluation of solid waste generation rates by establishing evaluation parameters


                   Figure 13.1      Methodology framework.





                    Figure 13.1 provides a visual representation of the methodology framework. This
                 diagram emphasizes the analyses and concepts that were integrated to develop the
                 environmental model, as discussed in the previous chapter.
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