AroniSmartIntelligence™: Marketing Mix and Multitouch Attribution Models AroniSmartIntelligence ™ is one of the most advanced analytics tools with Machine Leaning, Data Science, Statistics, Econometrics, NLP Text and Sentiment analysis, Neural Network, and Support Vector Machine capabilities. Many users have been asking questions on how to use the tool for some key modeling needs. One of the increasing predictive modeling needs focus Marketing Mix Analytics (MMx) and Multi Touch Attribution (MTA). The following sections covers the approach to use AroniSmartIntelligence to build the two types of models: MMx and MTA. Read more …
AroniSmartIntelligence™: Optimized Machine Learning, Advanced Analytics, and Data Science Capabilities; A New Capability With Speech-to-Text Transcription AroniSmartIntelligence ™ is one of the most advanced analytics tools with Machine Leaning, Data Science, Statistics, Econometrics, NLP Text and Sentiment analysis, Neural Network, and Support Vector Machine capabilities. To support NLP Text and Sentiment analysis, a new capability has been added: Speech-to-Text Transcription. AroniSmartIntelligence Speech Recognition and Transcription is being added to address key requirements and meet the needs for more advanced NLP Text and Sentiment analytics. Read more …
AroniSmartIntelligence™ in Action: Apple (AAPL) and Exxon (XOM) Stock Performance and Momentum Analysis with Support Vector Machine and Dominance Analysis in Q3 2022 Apple Inc. (NYSE: AAPL) and Exxon (NYSE: XOM) have been delivering differential returns over the last years including in 2021 and Q1-Q2 2022. At its height, by early December 2021, Apple stock price had risen by 125%, YoY. Since then stock growth has become negative, although still outperforming most of the stocks and the stock market indices, with -15% YTD as of July 15, 2022, vs 27.5% for NASDAQ Composite (^IXIC) and -13.90% for Dow Jones Industrial Average (^DJI). The oil industry has benefited during the period, with Crude Oil Aug 22 (CL=F) indix growing by +29.73 % YTD and Exxon Mobil Corporation (XOM) by +38.16% YTD. The stock market has lost momentum while the oil industry has gained following the increasing market volatility, inflation, world events, and other dynamics since late Q3 2022. AroniSmart™ team, leveraging the Machine Learning Time Series capabilities, including Support Vector Machine, and Dominance Analysis of AroniSmartIntelligence™ and AroniSmartInvest™, has looked at the trends of the stock price of AAPL vs the stock prices of 20 selected companies between Q3 2021 and Q3 2022 and came up with insights and projections on the dynamics. The insights are presented below (for disclaimer and terms, check AroniSoft website). Read more …
AroniSmartIntelligence™: Optimized Machine Learning, Advanced Analytics, and Data Science Capabilities Including Econometrics, Bayesian Models, Neural Network Models, Marketing Mix Models, and NLP Analytics AroniSmartIntelligence ™ is one of the most advanced analytics tools with Machine Leaning, Data Science, Statistics, Econometrics, NLP Text and Sentiment analysis, Neural Network, and Support Vector Machine capabilities. AroniSmartIntelligence ™, available on Apple's App Store®, is intended, very useful, and handy for experts, professionals, and college and graduate students in Statistics, Machine Learning, Quantitative Business Analytics, Data Science, Econometrics, STEM, Operations Research, and other related fields. It includes a detailed Handbook and a well crafted and instructive User's manual. It is a cutting-edge analytical tool for advanced analytics and developing actionable insights without the hassle of coding. See more below, including instructions, demos and how to download a limited time actual demo. Read more …
FAQ- Frequently Asked Questions on AroniSmart™ Tools - Update What are the products and solutions offered by AroniSoft LLC? AroniSoft offers the following products and solutions Read more …
FAQ- Frequently Asked Questions on AroniSmart™ Tools What are the products and solutions offered by AroniSoft LLC? AroniSoft offers the following products and solutions Read more …
AroniSmartInvest™: Smart Tool for Investors AroniSmartInvest™ is a simple, cost effective and yet powerful decision making tool at the disposal of the individual or any savvy investors for making an informed choice of stocks to invest in on a short term basis. At the same time, it provides other features to support the core function of stock segmentation and analysis, market profile analysis and stock portfolio management. Read more …
AroniSmartIntelligence™ and AroniSmartInvest™AroniSmartIntelligence™ and AroniSmartInvest™ Stock Market Sentiment and NLP Analysis: Market Sentiment and Highlighted Stocks in Late Q1 2024 In Q1 2024, Stocks across industries experienced, yet an unprecedented upward momentum. The momentum followed the dynamics of Q4 2023, which overtook the challenges at the end of Q3 2023, when all the key market indices, excluding Crude Oil (CL=F) and 10-Yr Bond (^TNX), declined from the top reached in late July 2023. In Q1 2024, the gains observed in Q4 2023 increased, far outpacing the declines at the end of Q3 2023. At the end of Q4 2023 the stocks prices were on the rise. In Q1 2024 they built on that momentum. The positive momentum appeared to be driven by the diminishing challenges, which led to the stocks and indices pushing through the beginning of 2024 with a significant improvement in performance. Hence, since Q4 2023, the stock market adjusted to the previous dynamics that have been leading to increasing market volatility, including inflation, world events, and other challenges that started in late Q2 2022 and in October 2023. The US elections in 2024 appear to have a limited impact on the dynamics. Hence, the performance and factors from the end of year 2024 remains the main drivers. On March 25, 2024, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Econometrics and Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock markets news and trends. Read more …