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AroniSmartIntelligence Stock Market Indices Time Series Support Vector Machine and Neural Network Analysis

AroniSmartLytics

After a fueled momentum since Q4 2020, the stock market has experienced seesaw dynamics since late Q3 2021. The latest Q3 2021 stock market pefomance figures reminded of the increasing market volatility and other dynamics in late Q1 and early Q2, 2021. Major questions coming from AroniSmartIntelligence™ users have recently focused on how to use AroniSmartIntelligence capabilities to analyse the connection among the key Stock market indices, especially NASDAQ vs  Dow Jones(DJI), S&P 500, and Russell 2000.   AroniSmart™ team, leveraging the Machine Learning Time Series capabilities, including Support Vector Machine,  and Neural Network Analysis of AroniSmartIntelligence™ ,  has analyzed the trends of  NASDAQ vs  the  other stock indices (DJI, S&P 500, Russell 2000)  between Q4 2020 and  Q4 2021 and came up with insights and  projections on the dynamics.   The insights are presented below (for disclaimer and terms, check AroniSoft website. For related analyses of Stock Markets using Time Series, Dominance Analysis, and Neural Network capabilities see here AroniSmartIntelligence™ in Action: Apple (AAPL) Stock Performance and Momentum Analysis with Support Vector Machine and Dominance Analysis in Q3 2021) For More on AroniSoft LLC and AroniSmart products click here).  

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AroniSmartIntelligence™: Version 12.x Neural Network Multi-Layer Perceptron

AroniSmartLytics

Machine Learning Models  are gradually and fastly improving and becoming the center of advanced analytics, business intelligence, decision making, management science, data science,  and other areas in which sound informed decisions are needed.  Yet, the area continues to be  both exciting and intriguing, while remaining the needed support  to generate valuable analytical insights to support decision making and advanced research.  Given this increasing  importance of this foundation in the advanced analytics, machine learning and data science, AroniSmartIntelligence ™, one of the most advanced analytics tools with Big Data, Statistics, Econometrics, Machine Leaning, Text and Sentiment analysis, Support Vector Machine capabilities has  improved the key modules including  Neural Networks, Econometrics, Time Series, Bayesian Models,  Support Vector Machine,  Big Data Analytics,  and Text Analytics. The improvement will be coming in the new version AroniSmart 12.x, soon available of Apple's App Store®.  

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AroniSmartIntelligence™: Neural Network Multi-Layer Perceptron

AroniSmartLytics

Artificial Neural Networks modelling has become an important area of advanced analytics and machine learning. The area is both exciting and intriguing, helping to generate valuable analytical insights to support decision making and advanced research.  Given the importance of this foundation in the advanced analytics, machine learning and data science, AroniSmartIntelligence ™, one of the most advanced analytics tools with Big Data, Statistics, Econometrics, Machine Leaning, Text and Sentiment analysis, Support Vector Machine capabilities has implemented a module on Neural Network, starting with Multi-Layer Perceptron Models.  

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AroniSmartInvest & AroniSmartLytics: Stock Segmentation, Sentiment Analytics and Machine Learning

AroniSmartInvest

AroniSmart™ tools's customers, including savvy investors, advanced analytics, data science, and machine learning experts and practitioners, academics, students have given improvement ideas and AroniSmart Team has listened, anticipated, and acted: AroniSmartLytics™ and AroniSmartInvest™ have made advances to inform investment decisions.

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Summary of What's New in the Latest Version 5.1.5 of AroniSmartInvest™ 

 AroniSmartInvest ™ is a cutting-edge analytical tool for fundamental investors. Fundamental investors rely on the fundamental investing method, a proven, reliable, and long-term approach that seeks to identify promising valuable stocks by analyzing the fundamentals data of the underlying companies,  such as earnings, EPS, ratios, and revenues. 

The new version of AroniSmartInvest includes the following:

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Summary of What's New in The Latest Version of AroniSmartInvest™ 

 AroniSmartInvest ™ is a cutting-edge analytical tool for fundamental investors. Fundamental investors rely on the fundamental investing method, a proven, reliable, and long-term approach that seeks to identify promising valuable stocks by analyzing the fundamentals data of the underlying companies,  such as earnings, EPS,  ratios, and revenues. 

The new version of AroniSmartInvest ™ includes the following:

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AroniStatMobile™ : Mobile Statistical Reference Tool for iPad®

AroniStatMobile

The new version of  AroniStatMobile™  available in  App Store® has multiple features and is a must have for people learning Statistics or needing  a quick  Statistics reference.

AroniStatMobile™ is a quick smart statistical reference tool on iPad®. It is intended for beginners, students of statistics,  and advanced statisticians, including Data Scientists, Machine Learning Experts, Econometricians, Actuarial scientists and many more.

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AroniStat™: Exploring Discrete Distributions

AroniStatMobile

 AroniStatMobile™, the leading  quick statistical reference tool built for IOS® is being refreshed. The successful electronic statistical handbook, along with its Mac OSX® version, AroniStat™,  is among the first application tools in the AroniSmart™ series available in Mac App Store®. It is intended for beginners, students of statistics, and casual and regular users. It may also be used by  advanced statisticians as quick reference. Students of statistics and beginners and casual or regular users will quickly find this tool easy to use and handy.

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