1 Data Mining

  1. Open Data :
  • Datasets …incl. Linked Data
    1. Visualization :
  • (–tableau*public–)
  • ( National
  • In-Patient
  • Out Patient
  • Specialty
  • Hospitals )
    1. Data Mining :
  • DataMining

    • 1.1 Example 1: General Linear Model

    (GLM is an ANOVA procedure in which the calculations are performed using a least squares regression approach to describe the statistical relationship between one or more predictors and a continuous response variable. Predictors can be factors and covariates)

    Sample Data: hgid ~ lon + lat

    hid hgid hgroup lon lat
    1 5 South/South West Hospital Group -9.450140 51.67622
    2 4 RCSI Hospitals Group -6.222199 53.39237
    3 2 Ireland East Hospital Group -6.324913 53.39238
    4 4 RCSI Hospitals Group -7.372360 54.00102
    5 7 Children’s Hospital Group -6.261570 53.35709
    6 4 RCSI Hospitals Group -6.367420 53.38917

    1.2 Example 2: CTREE

    Recursive partitioning for continuous, censored, ordered, nominal and multivariate response variables in a conditional inference framework

    ##                   
##                    1 2 3 4 5 6 7
##   1.28571428571429 6 0 1 0 0 0 0
##   3.33333333333333 0 7 4 5 0 0 2
##   4.9375           0 2 0 0 9 5 0
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