Why use IBM SPSS ? Propel research and analysis with

IBM SPSS Statistics a comprehensive statistical is the world’s leading statistical software. It software solution enables you to quickly dig deeper into your , making it a much more effective tool than , IBM® SPSS® Statistics software delivers a powerful set There are two ways to purchase IBM SPSS® Statistics: of statistical features that enable your organization to through a subscription plan or a traditional on-premises or standard make the most of the valuable information your data license edition. In this document we will be covering multi-dimensional provides. By digging deeper into your data, you can details of the on-premises version. Want to know about tools for analysts. discover information to improve decision making— the SPSS Statistics Subscription plans? SPSS Statistics excels ultimately expanding markets, improving research Read this datasheet. outcomes, ensuring regulatory compliance, managing at making sense of risk and maximizing ROI to name a few. The on-premises version includes one year of technical complex patterns support and you can choose either a perpetual or and associations— IBM SPSS Statistics features robust and sophisticated term license for Windows or Mac. The on-premise enabling users to draw functionality and procedures that address the entire license option includes these editions – Base, analytics lifecycle: Standard, Professional and Premium. These editions conclusions and make – Addresses all facets of the analytical process from group essential features, functionality and usage predictions. And it’s data preparation and management to analysis and requirements to offer a convenient way to acquire fast—handling tasks reporting the capabilities you need. For details of the features like data manipulation – Improves forecasts and plans by imputing missing included in each of the editions, visit these links values with expected values using regression and – Base and statistical expectation-maximization – Standard procedures in a third of – Provides automated methods to identify anomalies – Professional the time of many non- and statistical transformations to address outliers – Premium statistical programs. – Delivers tables and visualizations to communicate results effectively – Classifies cases into groups and predicts values of a target variables based on values of predictor variables – Enables accurate modeling of linear and non-linear relationships Commercial Editions (Perpetual/Term Licenses) Base Modules Base Standard Professional Premium 1 2 3 Statistics Base

Data Preparation

Bootstrapping Standard Advanced Statistics

Regression

Custom Tables

Professional Missing Values

Categories

Forecasting

Premium Decision Trees

Neural Networks

Direct Marketing

Complex Samples

Conjoint

Exact Tests

SPSS Amos*** Add-on Add-on Add-on (Windows, Desktop only)

Want to know about the SPSS Statistics Subscription plans? Read this datasheet. IBM® SPSS® Statistics Traditional Base 1 2 3 License packages and features

Base package The Base package includes the following features:

Standard Data access and management Data preparation – Compare two data files for compatibility – Automated data preparation—enhanced model – Data prep features: Define Variable Properties tool; viewer for automated data preparation Copy Data Properties tool, Visual Bander, Identify – Validate data—streamline the process of validating Duplicate Cases; Date/Time wizard data before analyzing it – Data Restructure wizard – Anomaly detection—identify unusual cases in a Professional – Single record to multiple records multivariate setting – Multiple records to single record – Optimal binning – Direct Excel data access – Easier importing from Excel and CSV Graphs – Export data to SAS and current versions of Excel – Auto and cross correlation graphs – Export/insert to wizard – Basic graphs – Import data from IBM ® Business Intelligence – Mapping (geospatial analysis) – Import/export to/from Dimensions Premium – Chart gallery – Import files (until V14) – Chart options – Long variable names – ChartBuilder UI for commonly used charts – Longer value labels – Charts for multiple response variables – Multiple datasets can be run in one SPSS session – Graphics Production Language for custom charts – ODBC Capture—DataDirect drivers – Interactive graphs—scriptable – OLE DB data access – Overlay and dual Y charts – Password protection – Panelled charts – SAS 7/8/9 data files including compressed files) – ROC analysis – Text wizard – charts – Unicode support – Relationship map – Very long text strings Output Data editor enhancements – Case summaries – Custom attributes for user-defined – Style output – Spell checker Base – Conditional formatting – Splitter controls 1 2 3 – Codebook – Variable sets for wide data – Export charts as Microsoft Graphic Object – Variable icons – Export model as XML to SmartScore – Optimal binning – Export to PDF – Improved performance for large pivot tables – Export to Word/Excel/PowerPoint – OLAP cubes/pivot tables – HTML output – Output management system – Output scripting Standard Help features – Reports summaries in rows and columns – Application examples – Search and replace – Index – Smart devices (tablets and phones) – Tutorial – to graph conversion – Extensions – Web reports – Search Extended programmability Professional – Custom UI builder enhancements (work seamlessly with Python and and can be used in IBM SPSS Modeler) – New Extensions hub – Custom dialog builder for Extensions – Flow control or syntax jobs – Partial least squares regression – Python, .NET and Java for front-end scripting Premium – SPSS equivalent of the SAS DATA STEP – Support for R algorithms and graphics – User-defined procedures Statistics Multithreaded algorithms – ANOVA (in syntax only) – SORT – Automatic linear models Base – Cluster Bootstrapping 1 2 3 – Correlate—bivariate, partial, distances – Sampling and pooling – Crosstabs – Descriptive procedures that can be bootstrapped – Define variable sets – Correlations/nonparametric correlations – Descriptive ratio statistics (PVA) – Crosstabs – Descriptives – Descriptives – Discriminant analysis – Examine – Enhanced model viewer on two-step cluster and new Standard – Frequencies nonparametrics – Means – Explore – Partial correlations – – T tests – Frequencies – Geo-spatial analytics (STP and GSAR) (NEW!) – Improved performance for frequencies, crosstabs, descriptives Professional – Power Analysis – (Statistics Base Server) – Matrix operations – Means – Monte Carlo simulation – Nearest neighbor analysis – New nonparametric tests – One way ANOVA Premium – Ordinal regression (PLUM) – Ordinary least squares regression – Power Analysis – PP plots – QQ plots – Ratio – Reliability and ALSCAL multidimensional scaling – ROC curve – Compare ROC curves – Rule checking on secondary SPC charts – Summarize data – T tests: paired samples, independent samples, one- samples – Two-step cluster: categorical and continuous data/ large data sets – Weighted Cohen’s kappa – Meta-analysis Standard package The Standard package includes the Base package plus the following features: Base 1 2 3 Regression Custom tables – Binary – 35 descriptive statistics – Logit response models – Drag and drop interface – Multinomial logistic regression – Inferential statistics – Nonlinear regression – Nested tables – Probit response analysis – Place totals in any row, column, or layer Standard – Two stage least squares – Post computed categories – Weighted least squares – Effective base for weighted sample results – Quantile regression – Put multiple variables into the same table – Significance tests on multiple response variables Advanced statistics – Significance test in custom tables main table – Cox regression – Significance values for column means and column – General linear modeling (GLM) proportion tests Professional – General factorial – Specialized multiple response set tables – Multivariate (MANOVA) – False discovery correction method for multiple – Repeated measures comparisons – Variance components – Syntax converter – Generalized linear models and generalized estimating equations – Gamma regression – Poisson regression Premium – Negative binomial – GENLOG for loglinear and logit – Generalized linear mixed models (GLMM) (ordinal targets included) – Bayesian statistics – Hierarchical loglinear models – Kaplan Meier – Linear mixed-level models (aka hierarchical linear models) – Survival – Variance component estimation Professional package The Professional package includes Base and Standard package features, plus the following: Base 1 2 3 Forecasting Missing values – Auto regressive integrated moving average – Data patterns table – Autoregression – Imputation with means estimation or regression – Expert modeler methods – Listwise and pairwise statistics – Forecast multiple series (outcomes) at once – Missing patterns table – Temporal causal modeling – Multiple imputation of missing data Standard – Seasonal decomposition – Pooling – Spectral analysis Decision trees Categories – C&RT – Correspondence analysis (ANACOR) – CHAID – Principal components analysis for categorical data – Exhaustive CHAID (CATPCA; replaces PRINCALS) – QUEST Professional – Ridge regression, lasso, elastic net (CATREG) – CORRESPONDENCE Data preparation – Nonlinear (OVERALS) – Automated data preparation—enhanced model viewer – Multidimensional scaling for individual differences for automated data preparation scaling with constraints (PROXSCAL) – Validate data—streamline the process of validating data – Preference scaling (PREFSCAL; multidimensional before analyzing it unfolding) – Anomaly detection—identify unusual cases in a – Multiple correspondence analysis multivariate setting Premium – Optimal binning Premium package The Premium package includes Base, Standard and Professional features plus the following: Base 1 2 3 Exact tests Neural networks – Cochran’s Q test – Multilayer perception – Contingency coefficient – Radial basis function – Cramer’s V – Fisher’s exact test Conjoint – Somers’ D—symmetric and asymmetric – Estimate utilities (CONJOINT) Standard – – For conjoint analysis (ORTHOPLAN) – Gamma – PLANCARDS – Goodman and Kruskal tau – Jonckheere-Terpstra test Direct marketing – Kappa – Cluster analysis – Kendall’s coefficient of concordance – Contact profiling – Kendall’s tau-b and tau-c – Control package test – Kruskal-Wallis test Professional – Propensity to purchase – Likelihood ratio test – RFM analysis: recency, frequency, monetary – Linear-by-linear association test – Zip code response – Mann-Whitney U or Wilcoxon rank-sum W test – Marginal homogeneity test – McNemar test AMOS (Structural Equation Modeling) – Bayesian estimation – Median test – Confirmatory factor analysis – Pearson Chi-square test – Enter the model into a -like table (no Premium – Pearson’s R programming) – Phi – Estimation of categorical and censored data – Sign test – Latent class analysis – Spearman correlation – Non-graphical method of modeling – Uncertainty coefficient—symmetric or asymmetric – Structural equation modeling/path analysis – Wald-Wolfowitz runs test – Specify path diagram using syntax – Wilcoxon signed-rank test

Complex samples (CS) – CS Cox regression (also multithreaded) – CS descriptives – CS general linear models – CS logistic regression – CS ordinal regression – CS selection – CS tabulate – Sampling wizard/Analysis Plan wizard For more information Microsoft, Windows, Windows NT, and the Windows logo To learn more about IBM SPSS Statistics, to are trademarks of Microsoft Corporation in the United start a free trial or to make a purchase, visit: States, othercountries, or both. www..com/spssstatistics Java and all Java-based trademarks and logos are © Copyright IBM Corporation 2021 trademarks or registered trademarks of Oracle and/or its affiliates. IBM Corporation New Orchard Road This document is current as of the initial date of Armonk, NY 10504 publication and may be changed by IBM at any time. Not all offerings are available in every country in which Produced in the United States of America IBM operates. May 2021 THE INFORMATION IN THIS DOCUMENT IS PROVIDED IBM, the IBM logo, ibm.com, Cognos and SPSS are “AS IS” WITHOUT ANY WARRANTY, EXPRESS OR trademarks of International Business Machines Corp., IMPLIED, INCLUDING WITHOUT ANY WARRANTIES registered in many jurisdictions worldwide. Other product OF MERCHANTABILITY, FITNESS FOR A PARTICULAR and service names might be trademarks of IBM or other PURPOSE AND ANY WARRANTY OR CONDITION OF companies. A current list of IBM trademarks is available NON-INFRINGEMENT. IBM products are warranted on the web at “Copyright and trademark information” at according to the terms and conditions of the ibm.com/legal/copytrade.shtml agreements under which they are provided.

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