Statistics 제품군 | Components | Capabilities |
---|---|---|
* IBM SPSS statistics Standard edition (Essential analytical tools for the most common projects) |
statistics base |
* Linear models - General linear models (GLM) / Generalized linear mixed models (GLMM) / Hierarchical linear models (HLM) / Generalized linear models (GENLIN) / Generalized estimating equations (GEE) * Nonlinear models - Multinomial logistic regression (MLR) / Binary logistic regression / Nonlinear regression (NLR) and constrained nonlinear regression (CNLR) / Probit analysis * Simulation modeling * Geospatial analytics * Custom tables |
Advanced Statistics | ||
Custom Tables | ||
Regression | ||
* IBM SPSS statistics Professional edition (comprehensive set of features and tools to address the challenges of the entire analytic lifecycle) |
Statistics Base |
* Linear models * Nonlinear models * Simulation modeling * Geospatial analytics * Custom tables * Data preparation * Missing values and data validity * Decision trees * Forecasting |
Advanced Statistics | ||
Custom Tables | ||
Regression | ||
Data Preparation | ||
Missing Values | ||
Categories | ||
Decision Trees | ||
Forecasting | ||
* IBM SPSS statistics Premium edition (Designed for enterprise businesses with extensive needs across all advanced analytics efforts) |
Statistics Base |
* Linear models * Nonlinear models * Simulation modeling * Geospatial analytics * Custom tables * Data preparation * Missing values and data validity * Categorical and numeric data * Decision trees * Forecasting * Structural equation modeling * Bootstrapping * Advanced sampling assessment and testing * Direct marketing and product decision-making procedures * High-end char ts and graphs |
Advanced Statistics | ||
Custom Tables | ||
Regression | ||
Data Preparation | ||
Missing Values | ||
Categories | ||
Decision Trees | ||
Forecasting | ||
Bootstrapping | ||
Conjoint | ||
Exact Tests | ||
Neural Networks | ||
Direct Marketing | ||
Complex Samples | ||
Viz Designer* | ||
Amos* | ||
Sample Power* | ||
* AMOS |
Modeler 제품군 | Description |
---|---|
SPSS Modeler Gold | Provides organizations with the ability to build and deploy predictive models directly into the business process to help people or systems make the right decisions each time. Combines deployment with the workbench features of IBM SPSS Modeler Premium. |
SPSS Modeler Premium | Provides all of the capabilities of SPSS Modeler Professional combined with advanced algorithms and capabilities for text analytics, entity analytics, social network analysis to address broader use cases and more varied data types. |
SPSS Modeler Professional | Provides a range of advanced algorithms, data manipulation and automated modeling and preparation techniques to build predictive models and uncover hidden patterns in structured data. Can be extended to provide enterprise-scale performance through in-database algorithms, SQL pushback and more to support increasingly sophisticated Big Data needs. |
SPSS Modeler Personal | Desktop-only data mining workbench for structured data built for the individual. |