It includes a broad array of fully integrated Statistics capabilities and related products for specialized analytical tasks across the enterprise. The IBM SPSS Statistics Premium Edition includes the following capabilities: The software will improve productivity significantly and help achieve superior results for specific projects and business goals.Linear models offer a variety of regression and advanced statistical procedures designed to fit the inherent characteristics of data describing complex relationships.Nonlinear models provide the ability to apply more sophisticated models to data.Geospatial analytics enables users to integrate, explore and model location and time data.Simulation capabilities help analysts automatically model many possible outcomes when inputs are uncertain, improving risk analysis and decision making.Customized tables enable users to easily understand their data and quickly summarize results in different styles for different audiences.Data preparation streamlines the data preparation stage of the analytical process.Data validity and missing values increase the chance of receiving statistically significant results.Categorical and numeric data can be used to predict outcomes and reveal relationships graphically.Decision trees make it easier to identify groups, discover relationships between groups and predict future events.Forecasting features enable you to analyze historical data and predict trends faster.Structural equation modeling tools let you build structural equation models with more accuracy than standard multivariate statistics models using intuitive drag-and-drop functionality.Bootstrapping makes it simple to test the stability and reliability of models so that they produce accurate, reliable results. Advanced sampling assessment and testing helps make more statistically valid inferences by incorporating the sample design into survey analysis.
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