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@IBMPredictiveAnalytics

IBM SPSS Predictive Analytics

Extensions, Samples and much more

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  1. R_Essentials_Statistics R_Essentials_Statistics Public

    Download R Essentials required for SPSS Statistics

    R 44 22

  2. Model_Random_Forest Model_Random_Forest Public

    Classification and regression based on a forest of trees using random inputs, utilizing conditional inference trees as base learners.

    21 24

  3. R_Essentials_Modeler R_Essentials_Modeler Public

    Download R Essentials required for SPSS Modeler

    R 20 6

  4. Simple_Linear_Programming_with_CPLEX Simple_Linear_Programming_with_CPLEX Public

    Simple Linear Programming with CPLEX

    Python 20 14

  5. IBMPredictiveAnalytics.github.io IBMPredictiveAnalytics.github.io Public

    Organization page

    Python 18 9

  6. BigDataUniversity_SPSSFundamentalsI BigDataUniversity_SPSSFundamentalsI Public

    Training material for Predictive Modeling Fundamentals I hosted in BigDataUniversity

    17 19

Repositories

Showing 10 of 259 repositories
  • IBMPredictiveAnalytics.github.io Public

    Organization page

    IBMPredictiveAnalytics/IBMPredictiveAnalytics.github.io’s past year of commit activity
    Python 18 9 0 0 Updated Feb 5, 2026
  • STATS_BAYES_SELECTVARS Public

    This extension procedure provides a Bayesian method for selecting the independent variables for linear or generalized linear regression models by comparing their Bayes factors. It uses the ratio of the integrated (i.e., marginal) likelihoods.

    IBMPredictiveAnalytics/STATS_BAYES_SELECTVARS’s past year of commit activity
    R 0 Apache-2.0 0 0 0 Updated Feb 5, 2026
  • STATS_PERM Public

    This extension procedure provides permutation tests for simple two-group t tests, anova, and regression.

    IBMPredictiveAnalytics/STATS_PERM’s past year of commit activity
    R 0 Apache-2.0 0 0 0 Updated Feb 5, 2026
  • STATS_LINEAR_RIDGE_REGRESSION Public

    Fits linear ridge regression models using Python sklearn classes.

    IBMPredictiveAnalytics/STATS_LINEAR_RIDGE_REGRESSION’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Jan 20, 2026
  • STATS_PADJUST Public

    Calculate p-values adjusted for multiple testing

    IBMPredictiveAnalytics/STATS_PADJUST’s past year of commit activity
    R 0 Apache-2.0 0 0 0 Updated Jan 7, 2026
  • STATS_COMPRISK Public

    Competing risk survival regression

    IBMPredictiveAnalytics/STATS_COMPRISK’s past year of commit activity
    R 0 Apache-2.0 1 0 0 Updated Dec 3, 2025
  • STATS_MIXED_CLUSTER Public
    IBMPredictiveAnalytics/STATS_MIXED_CLUSTER’s past year of commit activity
    R 0 Apache-2.0 0 0 0 Updated Nov 18, 2025
  • STATS_CLUS_SIL Public

    compute silhouette measure for cluster analysis

    IBMPredictiveAnalytics/STATS_CLUS_SIL’s past year of commit activity
    HTML 0 Apache-2.0 0 0 0 Updated Nov 4, 2025
  • STATS_BORUTAFEATURES Public
    IBMPredictiveAnalytics/STATS_BORUTAFEATURES’s past year of commit activity
    R 0 Apache-2.0 0 0 0 Updated Sep 12, 2025
  • STATS_EARTH Public
    IBMPredictiveAnalytics/STATS_EARTH’s past year of commit activity
    R 0 Apache-2.0 0 0 0 Updated Aug 28, 2025
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