Statistica Academic Bundle Feature Details

Statistica Academic Bundle Feature Details

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Article ID: KB0070828

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Products Versions
Spotfire Statistica 14.0

Description

Academic versions of Statistica are offered at https://onthehub.com  Details of specific features are listed below.

Issue/Introduction

TIBCO Statistica offers 2 types of academic bundles, Basic and Ultimate

Environment

OS: Windows

Resolution

Statistica Basic Academic Bundle is good enough for a statistics or business intelligence class. A list of the analytics is below. Statistica integrates with R and Python. If the customer purchases English they will also be able to use C# scripting. Statistica includes data cleaning options and scientific graphs.

  • ANOVA

  • Basic Statistics

  • Box-Cox

  • Canonical Correlation Analysis

  • Classification Trees

  • Cluster Analysis Techniques

  • Correlations

  • Correspondence Analysis

  • Cox Proportional Hazard Model

  • Descriptive Statistics, Breakdowns, and Exploratory Data Analysis

  • Discriminant Analysis

  • Distribution and Simulation

  • Distribution Fitting

  • Factor Analysis

  • Frequency Tables, Crosstabulation Tables, Stub-and-Banner Tables, Multiple Response Analysis

  • General Discriminant Analysis Models (GDA)

  • General Linear Models (GLM)

  • General Nonlinear Estimation (and Quick Logit/Probit Regression)

  • General Partial Least Squares Models(PLS)

  • General Regression Models (GRM)

  • Generalized Linear Models (GLZ)

  • Interactive Probability Calculator

  • Log-Linear Analysis of Frequency Tables

  • Multidimensional Scaling

  • Multiple Regression Methods

  • Multivariate Exploratory Techniques

  • Nonparametric Statistics

  • Power Analysis and Interval Estimate

  • Principal Components & Classification Analysis

  • Reliability/Item Analysis

  • Structural Equation Modeling/Path Analysis (SEPATH)

  • Survival/Failure Time Analysis

  • Time Series Analysis/Forecasting

  • T-Tests

  • Variance Components and Mixed Model ANOVA/ANCOVA

Statistica Ultimate Academic Bundle includes most of our analytics and can be used for data mining/text mining/predictive analytics/industrial statistic classes. It includes all the analytics in Basic Academic Bundle, above, plus all of the following:

  • Association Rules

  • Automated Neural Networks

  • Boosted Trees

  • Data Miner Recipes

  • Deep Learning

  • Feature Selection and Variable Filtering (predictor selecting)

  • General CHAID (Chi-square Automatic Interaction Detection) Models

  • General Classification and Regression Trees (GTrees)

  • Generalized Additive Models (GAM)

  • Generalized EM & k-Means Cluster Analysis

  • Goodness of Fit Computations

  • Interactive Classification and Regression Trees

  • Interactive Drill-Down Explorer

  • K-Nearest Neighbors

  • Lasso Regression (predictor selection)

  • Multivariate Adaptive Regression Splines (MARSplines)

  • Random Forest

  • Rapid Deployment of Predictive Models (only PMML code is available for the Ultimate Academic Bundle)

  • Support Vector Machines (SVM)

  • Design of Experiment

  • Extract, Transform, and Load (ETL)

  • Industrial Statistics (Quality Control)

  • Multivariate Statistical Process Control

  • Process Analysis

  • Process Capability Analysis

  • Reporting Tables

  • Rules Builder

  • Sequence and Link Analysis

  • Text Miner Variance Estimation and Precision

  • Weight Of Evidence (predictor selection and binning)