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Advanced sampling assessment and testing helps make more statistically valid inferences by incorporating the sample design into survey analysis.

Bootstrapping makes it simple to test the stability and reliability of models so that they produce accurate, reliable results.

Structural equation modeling tools let you build structural equation models with more accuracy than standard multivariate statistics models using intuitive drag-and-drop functionality.

Forecasting features enable you to analyze historical data and predict trends faster.

Decision trees make it easier to identify groups, discover relationships between groups and predict future events.

Categorical and numeric data can be used to predict outcomes and reveal relationships graphically.

Data validity and missing values increase the chance of receiving statistically significant results.Data preparation streamlines the data preparation stage of the analytical process.Customized tables enable users to easily understand their data and quickly summarize results in different styles for different audiences.Simulation capabilities help analysts automatically model many possible outcomes when inputs are uncertain, improving risk analysis and decision making.Geospatial analytics enables users to integrate, explore and model location and time data.Nonlinear models provide the ability to apply more sophisticated models to data.Linear models offer a variety of regression and advanced statistical procedures designed to fit the inherent characteristics of data describing complex relationships.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. 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 helps data analysts, planners, forecasters, survey researchers, program evaluators and database marketers – among others – to easily accomplish tasks at every phase of the analytical process. IBM SPSS Statistics Premium Grad Pack 27.0 Academic (Windows Download - 12 Month License) An all-in-one edition for enterprise businesses with multiple advanced analytics requirements