The new version addresses several requests and feedbacks from our clients and users. Going forward, the version will only be known as AroniSmarttIntelligence™, and includes several modules of the previous versions referred to as AroniSmartLytics™. The new version follows a new approach of addressing focused analytics with more advanced algorithms to handle evolving business and analytical needs, while covering a broad range of advanced analytics including machine learning, applied statistics and econometrics, and data science.
Advanced Analytics tools and capabilities, for all categories of statisticians, data scientists, econometricians, practitioners and students?
Statisticians, Data Scientists, Marketers, Business and Financial Analysts, Savvy Investors, Engineers, Researchers, Students, Teachers, Economists, Political Analysts, and most of the practitioners use Advanced Analytics to answer questions, to support informed decision making or to learn. AroniSmartIntelligence™ is the tool to leverage, with advanced technologies behind a user friendly interface.
AroniSmartIntelligence™ includes the following modules and features:
- Basic and Advanced Statistical Concepts and learnings:
- handbook that covers the most compelling statistics concepts;
- In depth review of nonparametric and parametric tests;
- A Comprehensive overview of the common probability distributions;
- Ability to use own data from various sources, in various formats:
- Aroni format
- Text in folders
- Applied Statistics, Mathematical Statistics, and Economoetrics:
- Regression Analysis, including Mixed Effects models and multilevel modeling of hierarchical and longitudinal data;
- Econometrics and Marketing Mix models
- Segmentation and Clustering
- Discriminant Analysis and Classification
- Finite Mixture and General Mixture models
- Text Analytics
- Text mining and
- Sentiment Analytics and Sentiment Valence analysis
- advanced algorithms to handle acronyms, emojis, shortcuts, and boosters, including ALL CAPS, new shortcuts or acronyms, such as LOL!, OMG!, etc.
- Advanced Words and Tags Cloud and
- Sentiment 3D network visualization
- Big Data Analytics, with Map-Reduce capabilities;
- Bayesian Statistics:
- Bayes network models
- Naive Bayes
- One Dependence Estimator
- Machine Learning capabilities build on Support Vection Machine Methodologies, with:
- Sequential Minimal Optimization
- Gaussian Processes
- Support Vector Regression
- Graphing Capabilities
- Histograms, scattergrams, pie charts, etc.
- Networks graphs
- Words clouds
- Editable Analysis outputs
AroniSmartIntelligence™ is a leading Advanced Analytics, Machine Learning and Data Science tool, with optimized cutting edge Statistics models, Econometrics, Big Data and Text Analytics.
AronismartIntelligence™ includes modules covering Machine Learning and Big Data mining, Unstructured Text Analysis, Sentiment and Emotion Analytics, Bayesian Statistics and other advanced analytics.