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Optimized Bayesian A/B Testing Capabilities - Implementation and Execution in the New Version 15.x

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A/B Bayesian Testing is a new capability implemented in version 15.x of AroniSmartIntelligence™ available on Apple's App Store® ( see the introduction and background on A/B Test in AroniSmartIntelligence™ here ). A/B Testing is a statistical methodology that involves randomly splitting an experiment into two groups with the goal to find what works better. For example, in digital marketing where the objective is to test which version of a banner, an e-mail, or  a web page leads to a higher  conversion rate,  a user base is split into two groups. Each of the two groups is showed a different version of the  web page, an app, or an e-mail. The goal is to see if the modified version has a higher impact on user behavior, conversion rates, increased sales, etc. A/B testing has become a key analytical methodology in machine learning  and data science across industries, in the technology in general, given its effectiveness to help test hypotheses and  get reliable a...
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AroniSmartIntelligence™ in Action: Stock Performance Analysis with Sentiment Analysis, Support Vector Machine, Econometrics, and Dominance Analysis in Q4 2023 - Part 2

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Stocks across  all sectors, especially in Tech, Healthcare, Financial Services,  Energy,  and Consumer  have been delivering differential returns over the last years including  in 2021, 2022, and Q1- early Q4 2024. Most stocks reached  heights in December 2021.  Then, in 2022 and up to mid-Q1 2023, the  stock growth became broadly negative across most sectors, except energy. The major stock market indices were also impacted.  Since then, many stocks across all sectors, along with the key  market indices have been on the rise, on a path to reaching the 2021 levels.  In a sample of key stocks to watch, as identified by AroniSmart™ team, leveraging the Machine Learning, Econometrics,  and NLP capabilities AroniSmartIntelligence™ and AroniSmartInvest™ , most stocks have shown resilience and sometimes outperforming most of the other  stocks and the  key stock market indices.  As the end of Q4 2023 is reached , almo...
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ARONISMARTINTELLIGENCE STOCK MARKET SENTIMENT MACHINE LEARNING AND NLP ANALYSIS: MARKET SENTIMENT AND HIGHLIGHTED STOCKS FOR END OF 2021

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December 2021, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock markets news and trends. The stock market remains volatile, following the news on the new COVID-19 variant, Omicron, the inflation worries, Chinese economic policies, and the projected economic performance for the holidays. From the analysis, the team came up with insights and hilights on key stocks and market sentiments that may drive the stock market for the final two weeks of 2021. Below are the key stocks highlighted and expected to weight heavily in investment decisions in the remaining 2 weeks leading to closing 2021 and the associated sentiment analysis results.
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AroniSmartLytics™: Machine Learning with Support Vector Machine and Advanced Time Series Analysis

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(AroniSmartIntelligence)  ™  and  AroniSmartInves t™ tools, built for Mac OS X®,  will include the latest advances in T ime Series Analysis, Forecasting , and  Machine Learning .  According to the developers of the tools, the first tool,  AroniSmaLytics (AroniSmartIntelligence)  ™ will be soon released in App Store®.  What is Machine Learning and Support Vector Machine? Machine Learning is an application of artificial intelligence that leverages the latest advances in statistics, data mining and data science, and predictive analytics to learn from past and dynamic observations  and  predict future behaviors and trends. Machine Learning  methodologies  implemented in  AroniSmartLytics™ combine all the aspects of supervised and unsupervised approaches. Some may be found in other modules, especially Bayesian Models,  Regression, Econometrics and Time Series and Segmentation. The Support Vector Machine ...
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How to Buy or Explore AroniSmart Products and Solutions

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How to Buy or Explore AroniSmart Products and Solutions: Get our Advanced Analytics products and Solutions on App Store®: Analytical Investment Research, Applied Statistics, Big Data and Text Analytics, Econometrics, Bayesian Models, and Research Statistics. Our products are available and may be purchased from:    Demos of the latest major versions of AroniSmartLytics™ and AroniSmartInvest™ For Demo of Applications, please click on the links below to download compressed application packages (OS X version). Please note that demo versions have a limited expiration period: AroniSmartLytics™ - Advanced Analytics,  Big Data and Text Analytics : Click here to download a compressed application binary of AroniSmartLytics demo AroniSmartInvest™ - Analytical Investement  Research : Click here to download a compressed application binary of AroniSmartInvest demo AroniSmartStat™ or AroniSmartIntelligence™ -   Advanced Analytics, Big Data and Text Anal...
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