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# Precision Alpha

Financial Data Science

## Sitemaps

- [XML Sitemap](https://precisionalpha.com/sitemap.xml): Contains all public & indexable URLs for this website.

## Posts

- [Precision Alpha Labs](https://precisionalpha.com/precision-alpha-labs/) - Precision Alpha's lab environment to report on recent learnings and applications of ScienceML to problems in business.
- [Welcome to Precision Alpha Labs.](https://precisionalpha.com/welcome-to-precision-alpha-labs/) - We will use this blog page to report and encourage others to report, on general findings in all verticals and applications from scientific machine learning (ScienceML). It is useful to separate the two types of machine learning (ML): pattern recognition and forecasting. The principle difference is the nature of the input data itself. ML for

## Pages

- [Precision Alpha](https://precisionalpha.com/) - [vc_row thb_full_width="true" thb_row_padding="true" thb_column_padding="true" css=".vc_custom_1568728323315{background: #01021e url(https://precisionalpha.com/wp-content/uploads/2018/01/aa.jpg?id=672) !important;}"][vc_column][/vc_column][/vc_row][vc_row thb_full_width="true" thb_row_padding="true" thb_column_padding="true" css=".vc_custom_1565877498719{padding-top: 60px !important;padding-bottom: 60px !important;background: #fc1026 url(https://precisionalpha.com/wp-content/uploads/2019/08/story_bg.jpg?id=519) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}"][vc_column][vc_row_inner][vc_column_inner thb_color="thb-light-column" width="1/3"][vc_column_text] Our Product [/vc_column_text][/vc_column_inner][vc_column_inner thb_color="thb-light-column" width="2/3" css=".vc_custom_1557490094403{padding-right: 3vh !important;}"][vc_column_text animation="animation fade-in"] Precision Alpha ScienceML processes any time-series to produce precise, unbiased, machine-learned market signals.
- [ScienceML Data Dictionary](https://precisionalpha.com/scienceml-data-dictionary/) - Data Dictionary The official Scientific ML Data Dictionary. [/vc_row] How to use OnDemand Scientific ML produces scientific measurements for any time-series with constant cadence when the data is finite and counts in terms of a smallest unit of measure. This is also known as the science-of-counting. Scientific ML produces a set of scientific measurements that ScienceML produces scientific measurements for any time-series. The Data Dictionary provides technical information on how to use it and understand the results.
- [Contact](https://precisionalpha.com/contact/) - We’re ready, Let’s talk. Contact us to find out more and how we can help you achieve Alpha. Email Us mark@precisionalpha.com Call Us +1 (917) 370-0468 NYC Address PRECISION ALPHA, 1 Liberty Street, Floor 3, New York City, NY 10006
- [FAQ](https://precisionalpha.com/faq/) - FAQ A short list of the most Frequently Asked Questions. Reach out with any questions you have that relate to Date, System Approaches or Application of Results. Precision Alpha OnDemand and General Is your data time-stamped? Yes. What are some of the key data fields you provide? Next day probabilities (both mechanical and thermal), market
- [PA Payment](https://precisionalpha.com/pa-payment/) - ScienceML Processing engine for model-free Scientific Machine Learning. Download Below ScienceML-Whitepaper-Final.pdf (213243 downloads ) Precision Alpha ScienceML Products Subscription Order Form for Precision Alpha On-Demand and Precision Alpha Mobile (NYSE and NASD). On-Demand requires a customer AWS account number. Please enable JavaScript in your browser to complete this form.Name *FirstLastEmail *Phone *Select Precision Alpha Product
- [Discern](https://precisionalpha.com/discern/) - Precision Alpha Discern Unbiased (model free), real-time Machine Learning for time-series. Precision Alpha Discern Takes customer data (evidence) and a set of customer hypotheses, to determine which hypothesis in the set is best supported by the evidence. Implements scientific induction for non-equilibrium customer data (like emotions), that extends insights from the microscopic to the macroscopic
- [Measure](https://precisionalpha.com/measure/) - Precision Alpha Measure Unbiased (model free), real-time Machine Learning for time-series. Precision Alpha Measure At its very foundation, business is engaged in counting, including counting with cadence (time-series). It is also true that all business hypotheses can be (re-)phrased as counting problems. Therefore the crucial elements for a “Science of Counting” exist: intelligible data and
- [OnDemand](https://precisionalpha.com/portfolio-on-demand/) - OnDemand Unbiased (model free), near real-time Machine Learning for time-series. Precision Alpha OnDemand Take your own historical time-series market data and leverage Precision Alpha’s OnDemand Machine Learning to providing insights and predictions for the asset classes, assets, and trade horizons important to you. OnDemand subscribers have access to their own Precision Alpha S3 sub-bucket. The
- [Products](https://precisionalpha.com/products/) - Precision Alpha Products Unbiased (model free), real-time Machine Learning for time-series. All Precision Alpha Products Measure: Time-Series to Scientific Decomposition White Papers & Downloads Read More Account Signup for Indexes, Hedge Funds & Alt Data Companies. Click Here Here to Help Happy to answer any questions you might have and set up a Demo for
- [Predict](https://precisionalpha.com/predict/) - Precision Alpha Predict Unbiased (model free), real-time Machine Learning for time-series. Precision Alpha Predict At its very foundation, business is engaged in counting, including counting with cadence (time-series). It is also true that all business hypotheses can be (re-)phrased as counting problems. Therefore the crucial elements for a “Science of Counting” exist: intelligible data and
- [Act](https://precisionalpha.com/action/) - Precision Alpha Act Unbiased (model free), real-time Machine Learning for time-series. Precision Alpha Act At its very foundation, business is engaged in counting, including counting with cadence (time-series). It is also true that all business hypotheses can be (re-)phrased as counting problems. Therefore the crucial elements for a “Science of Counting” exist: intelligible data and
- [About](https://precisionalpha.com/about/) - ABOUT Precision Alpha’s Story. Precision Alpha Founded in 2015 in New York City, Precision Alpha derives scientifically exact measurements from closing price data on the major exchanges – or uses the clients own data for any financial market. Precision Alpha can determine if a security price is or is not in Equilibrium, how far from
- [Team](https://precisionalpha.com/team/) - Team Our team of professionals. Our Team CEO and co-Founder. Michael Lucente has 25+ years of comprehensive experience in international finance and has financed companies in a myriad of industries worldwide. He is an advisor, board member and investor with several companies and a VC fund. Until 2008, Michael was a Managing Director with Merrill
- [Footer Content](https://precisionalpha.com/footer-content/) - PRECISION ALPHA Founded in 2015 in New York City, Precision Alpha derives scientifically exact measurements from closing price data on the major exchanges – or uses the clients’ own data for any financial market. Precision Alpha can determine if a security price is or is not in Equilibrium, how far from Equilibrium, and measure the
- [Forecast](https://precisionalpha.com/forecast/) - Forecast Unbiased (model free), near real-time Machine Learned ensemble forecasts for time-series. Precision Alpha Forecast Using customer’s historical time-series, an ensemble forecast for markets is generated in a manner very similar to numerical weather prediction. Instead of making a single forecast using Precision Alpha’s exact mathematical probabilities, a set of 100 forecasts in automatically produced.
- [Latest News](https://precisionalpha.com/latest-news/) - May 8, 2022 / Alt Data, Data Science, Trading ScienceML from Decision Machine Mark Temple-Raston, PhD., Decision Machine / Precision Alpha Introduction Businesses rely on the fact that people know how to count.... Read More December 29, 2020 / Alt Data, Data Science, Finance, Trading, Using Precision Alpha Is Precision Alpha similar or related to
- [Latest News - Draft](https://precisionalpha.com/latest-news-draft/)
- [Exchange Data Measurements](https://precisionalpha.com/exchange-data-feeds/) - Exchange Data Measurements 85+ Daily Global Exchange Data Feeds. From NASDAQ to DAX, FTSE to TYO. Our Exchange Measurements Providing end-of-day data Insights and Predictions for the following 85+ Exchanges. Subscribers receive a daily text file approximately 5 hours after the market close providing all machine learned measurements for each security on the selected exchange.
- [Independent Research](https://precisionalpha.com/research-paper/) - Research Press Release: The Value in Machine Learning Alternative Data for Investment Managers. Press Release from CloudQuant reporting Sharpe Ratio of 5.34. Link to Press Release here. Date: March 12th 2020 Download Below ScienceML-Whitepaper-Final.pdf (213243 downloads ) Research Papers & Downloads Read More Account Signup for Indexes, Hedge Funds and Asset Managers. Learn More Our
- [Approach](https://precisionalpha.com/approach/) - APPROACH Monitoring Non-Equilibrium Behavior in Financial Markets Our Approach Precision Alpha uses six months of closing-price measurements and the mathematics of machine learning to calculate exact, closed-form expressions and numerically evaluate Market Probabilities, Market Energy, Market Power, Market Resistance, Market Noise, Market Temperature and Market Free Energy (Helmholtz). Precision Alpha provides indicators of significant price
- [Approach 2](https://precisionalpha.com/approach-2/) - APPROACH Monitoring Non-Equilibrium Behavior in Financial Markets Our Approach Precision Alpha uses six months of closing-price measurements and the mathematics of machine learning to calculate exact, closed-form expressions for Market Probabilities, Market Energy, Market Power, Market Resistance, and Market Noise. Precision Alpha provides indicators of significant price movement with a six-week future horizon. Precision Alpha
- [App 3](https://precisionalpha.com/app3/)
- [Precision Alpha 3](https://precisionalpha.com/precision-alpha-3/) - Scientific Machine Learning measures the non-equilibrium behavior in market time-series. Scientific Machine Learning calculates exact probability distributions from market time-series. Scientific Machine Learning finds patterns in time-series for decision making. Our Product Precision Alpha delivers daily file feeds of precise, unbiased, machine-learned market signals for over 85+ global markets – for each security, for an
- [Exchange Data Measurement](https://precisionalpha.com/exchange-data-measurement-2/) - Exchange Data Measurement 85+ Daily Global Exchange Data Feeds. From NASDAQ to DAX, FTSE to TYO. Exchange Data Providing end-of-day data Insights and Predictions for the following 85+ Exchanges. Next day probabilities, market emotion/energy, market power, market resistance, market noise All data used for processing (6 months) and the key data fields are returned for
- [Exchange Data Measurement](https://precisionalpha.com/exchange-data-measurement/) - Exchange Data Measurement 85+ Daily Global Exchange Data Feeds. From NASDAQ to DAX, FTSE to TYO. Exchange Data Providing end-of-day data Insights and Predictions for the following 85+ Exchanges. Next day probabilities, market emotion/energy, market power, market resistance, market noise All data used for processing (6 months) and the key data fields are returned for
- [Precision Alpha - homepage v3](https://precisionalpha.com/precision-alpha-homepage-v3/) - Scientific Machine Learning measures the non-equilibrium behavior in market time-series. Scientific Machine Learning calculates exact probability distributions from market time-series. Scientific Machine Learning finds patterns in time-series for decision making. Our Data Services We offer end-of-day data Insights and Predictions for 85+ Global Exchanges. From NASDAQ to DAX, FTSE to TYO. LEARN MORE Our Approach
- [Precision Alpha 3 - Long version](https://precisionalpha.com/precision-alpha-3-long-version/) - Scientific Machine Learning measures the non-equilibrium behavior in market time-series. Scientific Machine Learning calculates exact probability distributions from market time-series. Scientific Machine Learning finds patterns in time-series for decision making. Our Data Services We offer end-of-day data Insights and Predictions 85+ Global Exchanges. From NASDAQ to DAX, FTSE to TYO. LEARN MORE Our Approach Find
- [About2](https://precisionalpha.com/about2/) - PRECISION ALPHA With debilitating symptoms of vision loss and headcaches, Rhianna was encouraged to consider enrolling in a school for the blind. Lesser replenish bearing theyre him cattle kind dominion. You which fill place. Land shed subdue divided gathering blessed seasons it. Without, wherein days. Sea years, saw own had after abundantly second darkness over
- [NYSE ARCA (ARCX)](https://precisionalpha.com/nyse-arca-arcx/) - NYSE ARCA (ARCX) NYSE ARCA (ARCX) Exchange Data Feed NYSE ARCA (ARCX) Exchange Data Feed Providing end-of-day data Insights and Predictions for the following 85 Exchanges. Next day probabilities, market emotion/energy, market power, market resistance, market noise All data used for processing (6 months) and the key data fields are returned for a whole exchange
- [Contact Exchange Data Feed](https://precisionalpha.com/contact-exchange/) - Looking for Exchange Data? Let’s talk. Contact us to sign up for the Daily Exchange Data Stream. [contact-form-7 id=”7″] Email Us info@precisionalpha.com Call Us +1 (917) 370-0468 NYC Address PRECISION ALPHA, 1 Liberty Street, Floor 3, New York City, NY 10006
- [FAQ 2](https://precisionalpha.com/faq-2/) - FAQ A shot list of the most Frequently Asked Questions. Reach out with any questions you have that relate to Date, System Approaches or Application of Results. Note – We can sign an NDA for sensitive data uses. FAQ Data Related Questions: How is the data normalized? And why does it matter? Precision Alpha is
- [Precision Alpha - home 2](https://precisionalpha.com/precision-alpha-2/) - Scientific Machine Learning measures the non-equilibrium behavior in market time-series. Scientific Machine Learning calculates exact probability distributions from market time-series. Scientific Machine Learning finds patterns in time-series for decision making. Our Services We provide daily feeds of a precise and unbiased machine-learned alpha generated signals using the end of day exchange data. LEARN MORE Find
- [Privacy Policy](https://precisionalpha.com/privacy-policy/) - Privacy Policy Privacy Policy Last updated: August 8, 2019 Precision Alpha (“us”, “we”, or “our”) operates the precisionalpha.com website (the “Service”). This page informs you of our policies regarding the collection, use, and disclosure of Personal Information when you use our Service. We will not use or share your information with anyone except as described in this
- [Privacy Policy 2](https://precisionalpha.com/privacy-policy2/) - Who we are Our website address is: https://precisionalpha.com. What personal data we collect and why we collect it Comments When visitors leave comments on the site we collect the data shown in the comments form, and also the visitor’s IP address and browser user agent string to help spam detection. An anonymized string created from
- [Cookies Policy](https://precisionalpha.com/cookies-policy/) - Cookies Policy Cookies Policy Last updated: August 8, 2019 Precision Alpha (“us”, “we”, or “our”) operates the precisionalpha.com website (the “Service”). This page informs you of our policies regarding the collection, use, and disclosure of Personal Information when you use our Service. We will not use or share your information with anyone except as described in
- [Terms and Conditions](https://precisionalpha.com/terms-and-conditions/) - Terms and Conditions Terms and Conditions Last updated: August 6, 2019 Please read these Terms and Conditions (“Terms”, “Terms and Conditions”) carefully before using the precisionalpha.com website (the “Service”) operated by Precision Alpha (“us”, “we”, or “our”). Your access to and use of the Service is conditioned on your acceptance of and compliance with these
- [Sign Up](https://precisionalpha.com/sign-up/) - SIGN UP Account Signup for Indexes, Hedge Funds & Alt Data Companies. Two sided NDA Form Below, or happy to sign your document. Sign Up Form [contact-form-7 id=”620″ title=”Contact form 3″] NDA Form – Download T&C – Download 2019 Disclosure – Download White Papers & Downloads Learn More Account Signup for Indexes, Hedge Funds &
- [White Paper 2](https://precisionalpha.com/white-paper-2/) - WHITE PAPER The September 2019 White Paper has been published. Download the full report below. Report author: Jean Gabriel Date: September 5th 2019 Author Note This is my report and I think x. Lesser replenish bearing theyre him cattle kind dominion. You which fill place. Land shed subdue divided gathering blessed seasons it. Without, wherein days.
- [No Access](https://precisionalpha.com/no-access/)
- [Home 2](https://precisionalpha.com/home-2/) - Scientific Machine Learning measures the non-equilibrium behavior in market time-series. Scientific Machine Learning calculates exact probability distributions from market time-series. Scientific Machine Learning finds patterns in time-series for decision making. Our Story We are a global network that opens doors to almost 250 of the most illustrious private membership clubs worldwide, coordinating member reciprocal visits
- [Footer Content 2](https://precisionalpha.com/footer-content-2/) - PRECISION ALPHA Made. Bring good face. Gathering subdue earth that firmament appear after behold all beast saw make doesn’t waters is open made great male Sixth our cattle after tree of place. PRECISION ALPHA, One Liberty Street, 1 Liberty Street, New York City, NY 10006 CONNECT WITH PRECISION ALPHA Our Offices New York Please fill
- [Dividers](https://precisionalpha.com/dividers/) - Shape Dividers Their form seasons above isn’t, waters signs. So which third image. She’d, us appear fruit appear. Curve His grass said first dry forth you’ll lights beginning creepeth i whose him there give seed fill light a god. Him also saying, i without. Morning them fifth whose Them she’d thing fruitful, upon signs be
- [Projects](https://precisionalpha.com/projects/) - Financial Markets Scientific Machine Learning measures the non-equilibrium behavior in market time-series. Financial Risk Scientific Machine Learning calculates exact probability distributions from market time-series. Marketing Scientific Machine Learning finds patterns in time-series for decision making. Finding Alpha Machine-learned market signals that have never been revealed before. Website Design Centre Pavilion
- [Services](https://precisionalpha.com/services/) - Services Morning our signs beginning beginning beast i unto brought gathered fruit male years wont. Which multiply tree. Yielding dry moveth us give years moveth. Lights seas land dont rule of. Fruit, have. Bring Lights Itself Void Have Above Earth seasons for seas fowl rule, us it gathered gathering, i tree fill land fowl evening.
- [Footer Testimonials](https://precisionalpha.com/footer-testimonials/) - “Fabulous looking theme and good support from developer. Takes a little effort to get it structured the way you want it but I love the way it looks.” Aaron Walker Senior Product Designer at Uber “This theme is easy to use and offers a lot of possibilities. The customer support answer quickly and accurately. Nothing
- [News](https://precisionalpha.com/news/)

## Portfolio

- [Scientific Machine Learning finds patterns in time-series for decision making.](https://precisionalpha.com/portfolio/85-exchanges/)
- [Scientific Machine Learning measures the non-equilibrium behavior in market time-series.](https://precisionalpha.com/portfolio/ondemand/)
- [Scientific Machine Learning calculates exact probability distributions from market time-series.](https://precisionalpha.com/portfolio/alpha/)
- [Machine-learned market signals that have never been revealed before.](https://precisionalpha.com/portfolio/exact/) - Bronze Age We are bombarded with information, westrip back the unnecessary to deliver You’re creature itself whales thing replenish fruit saw all be place. Set kind own land moving bring beast abundantly seasons seasons isn’t day and years greater brought above winged living. Spirit female a fill them. I likeness made Waters also is face
- [Centre Pavilion](https://precisionalpha.com/portfolio/centre-pavilion/) - Centre Pavilion Every every may i, lights whales given own his was unto sea bring gathering open deep divided.Light fruit, creepeth after cattle two herb fruitful second their creeping dominion very of void spirit. Unto. Midst forth. Open fish be winged doesn’t morning first fruitful behold. Launch Site Marquee Icon Example Behold all were seed.

## News

- [ScienceML from Decision Machine](https://precisionalpha.com/news/scienceml-from-decision-machine/) - ScienceML is an analytical, model-free implementation of scientific machine learning for both monitoring and forecasts of time-series.
- [Is Precision Alpha similar or related to Bollinger bands?](https://precisionalpha.com/news/is-precision-alpha-similar-or-related-to-bollinger-bands/) - Mark Temple-Raston, PhD., Precision Alpha Bollinger bands are seen to capture fundamental market behavior, and are often used to identify trading opportunities. In the early 2000's, our original motivation for Precision Alpha was to recast Bollinger bands and MACD so as to clarify scientifically the origin and meaning of the observed market behavior. Unfortunately, however,
- [Michael Lucente on Precision Alpha's Analysis on Earnings and Consumer Discretionary Stocks at BattleFin Discovery Day, September 29, 2020](https://precisionalpha.com/news/michael-lucente-on-earnings-and-consumer-discretionary-at-battlefin-discovery-day-september-29-2020/) - Michael Lucente, CEO at Precision Alpha
- [The Future of Mathematical Machine Learning in Financial Markets](https://precisionalpha.com/news/the-future-of-mathematical-machine-learning-in-financial-markets/) - by Mark Temple-Raston, PhD Presented at ACM International Conference on AI in Finance, October 2020
- [Science Strikes Back at Covid-19](https://precisionalpha.com/news/science-strikes-back/) - M.R. Temple-Raston, PhD, CIO and Chief Data Scientist at Decision Machine, Precision Alpha and Brandthro Summary This article proposes to use the global publicly available COVID-19 data on the web, highly developed (data) science, and readily available computational power to better understand the nature, size, and lifecycle of the COVID-19 pandemic. What can we (quickly)
- [Advanced Data Science for Economic Recovery from Covid-19](https://precisionalpha.com/news/advanced-data-science-for-economic-recovery-from-covid-19/) - M.R. Temple-Raston, PhD, Chief Data Scientist at Decision Machine, Precision Alpha and Brandthro Summary A pandemic can be compared to a hurricane. It is a force of nature with effects we can only hope to avoid. Pandemics have been studied throughout history, as have hurricanes, typhoons and cyclones. Through our shared experience and the science
- [Why did Precision Alpha signal its clients to Portfolio Protection in January 2020?](https://precisionalpha.com/news/why-did-precision-alpha-signal-its-clients-to-portfolio-protection-in-january-2020/) - • Precision Alpha measures the energy created by buyers and sellers. • In January Market Power was driving QQQ higher yet Market Resistance and Market Noise were also rising rapidly. • QQQ, like a spring stretched to its limit, was poised to fall, COVID-19 simply triggered the spring more rapidly than normal, creating a windfall for our clients.
- [The Value in Machine Learning Alternative Data for Investment Managers](https://precisionalpha.com/news/the-value-in-machine-learning-alternative-data-for-investment-managers/) - Chicago, Illinois, USA, March 12, 2020 - CloudQuant LLC has proven the value in the Precision Alpha Machine Learning Signals (PA Signals) alternative data set. Its detailed data science study shows a long-short portfolio outperforms the equal-weight S&P 500 ETF by an average of 37.9% per year after transaction costs. CloudQuant found that over 91.5%

## Downloads

- [ScienceML Technical Whitepaper](https://precisionalpha.com/download/1521/?tmstv=1786535534)
- [Research Papers](https://precisionalpha.com/download/1070/?tmstv=1786535534)

## Categories

- [Precision Alpha](https://precisionalpha.com/category/precision-alpha/)

## Tags

- [covid](https://precisionalpha.com/tag/covid/)
- [#covid19](https://precisionalpha.com/tag/covid19/)
- [Machine Learning](https://precisionalpha.com/tag/machine-learning/)
- [Financial Markets](https://precisionalpha.com/tag/financial-markets/)
- [Artificial Intelligence](https://precisionalpha.com/tag/artificial-intelligence/)
- [Trading](https://precisionalpha.com/tag/trading/)
- [Consumer Discretionary](https://precisionalpha.com/tag/consumer-discretionary/)
- [Earnings](https://precisionalpha.com/tag/earnings/)
- [ScienceML](https://precisionalpha.com/tag/scienceml/)

## Portfolio Categories

- [Website Design](https://precisionalpha.com/portfolio-category/website-design/)
- [Finding Alpha](https://precisionalpha.com/portfolio-category/finding-alpha/)
- [Financial Risk](https://precisionalpha.com/portfolio-category/financial-risk/)
- [Financial Markets](https://precisionalpha.com/portfolio-category/financial-markets/)
- [Marketing](https://precisionalpha.com/portfolio-category/marketing/)

## Category

- [Using Precision Alpha](https://precisionalpha.com/news-category/using-precision-alpha/)
- [Trading](https://precisionalpha.com/news-category/trading/)
- [Alt Data](https://precisionalpha.com/news-category/alt-data/)
- [Data Science](https://precisionalpha.com/news-category/data-science/)
- [Finance](https://precisionalpha.com/news-category/finance/)
- [Covid19](https://precisionalpha.com/news-category/covid19/)