IBM SPSS Predictive Analytics

Extensions, Samples and much more

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Pinned Repositories

BigDataUniversity_SPSSFundamentalsI
Training material for Predictive Modeling Fundamentals I hosted in BigDataUniversity
17 9 019
IBMPredictiveAnalytics.github.io
Organization page
Language:CSS17 12 09
MLlib_Pagerank
Estimating the relative importance of individuals within a social network using Spark MLlib
Language:Python6 9 26
Model_Random_Forest
Classification and regression based on a forest of trees using random inputs, utilizing conditional inference trees as base learners.
17 13 424
Plot_Heatmaps
Plot spatial data on a density heatmap in SPSS Modeler
4 8 23
PLS
Partial least squares regression
Language:Python10 8 02
R_Essentials_Modeler
Download R Essentials required for SPSS Modeler
Language:R19 13 56
R_Essentials_Statistics
Download R Essentials required for SPSS Statistics
Language:R43 11 1722
Simple_Linear_Programming_with_CPLEX
Simple Linear Programming with CPLEX
Language:Python17 8 314
Weather_Underground_Import
This SPSS Modeler Extension accepts a vector of airport/weather station IDs and returns various weather data points for each location.
Language:R5 7 77

IBM SPSS Predictive Analytics's Repositories

IBMPredictiveAnalytics/SPSSINC_QUANTREG
Estimate one or more conditional quantiles for a linear model.
Language:R2
IBMPredictiveAnalytics/SPSSINC_SPLIT_DATASET
Split a dataset into separate files according to splitting va
Language:HTML1 6 0
IBMPredictiveAnalytics/SPSSINC_SUMMARY_TTEST
Calculate a t test from the N's, means, and standard deviations rather than the case data
Language:Python1
IBMPredictiveAnalytics/SPSSINC_TOBIT_REGR
Estimate a regression model whose dependent variable has a fi
Language:R1
IBMPredictiveAnalytics/SPSSINC_TURF
Perform TURF analysis
Language:HTML12
IBMPredictiveAnalytics/STATS_BAGPLOT
Create a bagplot or a matrix of bagplots
Language:R1
IBMPredictiveAnalytics/STATS_BAYES_TTEST
Bayesian T Test.
Language:R1
IBMPredictiveAnalytics/STATS_CANCORR
Calculate canonical correlations
Language:HTML00
IBMPredictiveAnalytics/SPSSINC_MODIFY_OUTPUT
Modify output titles and other aspects of objects in the View
Language:HTML1
IBMPredictiveAnalytics/SPSSINC_PROGRAM
Extension command to run arbitrary Python programs without tu
Language:Python
IBMPredictiveAnalytics/SPSSINC_QQPLOT2
Two variable or two group Q-Q plot
Language:R
IBMPredictiveAnalytics/SPSSINC_RANPRED
Compute predicted values for new data using forests from SPSS
Language:R
IBMPredictiveAnalytics/SPSSINC_RASCH
Estimate a Rasch model for item response data.
Language:R
IBMPredictiveAnalytics/SPSSINC_RECODEEX
Extended RECODE command
Language:Python1
IBMPredictiveAnalytics/SPSSINC_ROBUST_REGR
Estimate a linear regression model by robust regression, using an M estimator
Language:R
IBMPredictiveAnalytics/SPSSINC_SELECT_VARIABLES
Define a macro listing variables selected according to variable dictionary properties
Language:HTML
IBMPredictiveAnalytics/SPSSINC_TRANSLATE_OUTPUT
Framework for translating Viewer output
Language:Python
IBMPredictiveAnalytics/STATS_ADJUST_WIDTHS
Adjust widths of string variables across files
Language:HTML
IBMPredictiveAnalytics/STATS_BAYES_ANOVA
Calculate Bayesian Analysis of Variance
Language:R
IBMPredictiveAnalytics/STATS_BAYES_CROSSTABS
Calcuate Bayesian test of independence for two factors.
Language:R
IBMPredictiveAnalytics/STATS_BAYES_REGR
Compute Bayesian regression models.
Language:R1
IBMPredictiveAnalytics/STATS_BENCHMRK
Benchmark Statistics Jobs
Language:Python
IBMPredictiveAnalytics/STATS_CARTPROD
Compute the Cartesian product of two sets of variables
Language:Python
IBMPredictiveAnalytics/STATS_CATEGORY_ORDER
Create a macro or multiple dichotomy set with a specified var
Language:HTML1
IBMPredictiveAnalytics/STATS_COMPRISK
Competing risk survival regression
Language:R1
IBMPredictiveAnalytics/STATS_CORRELATIONS
Pairwise correlations with confidence intervals Description: This procedure computes pairwise correlations the same as the built-in CORRELATIONS procedure but adds Fisher or bootstrap con fidence intervals.
Language:HTML
IBMPredictiveAnalytics/STATS_COXREGR
Cox (proportional hazards) regression
Language:R
IBMPredictiveAnalytics/STATS_DATA_DATE
Define date structure based on dataset values
Language:Python
IBMPredictiveAnalytics/STATS_DATASET
Combine several DATASET commands into one
Language:Python
IBMPredictiveAnalytics/STATS_DBSCAN
Density-based clustering
Language:R