Library

Home > Library > USPTO patent publication: Algorithmic system for asset return prediction and fintech network platform automation

USPTO patent publication: Algorithmic system for asset return prediction and fintech network platform automation

Author Andy Yeh Alpha

This USPTO patent publication delves into our algorithmic system for dynamic conditional asset return prediction and fintech network platform automation. The current invention pertains to the novel, non-obvious, and applicable design and development of an algorithmic system for dynamic conditional asset return prediction and fintech network platform automation. Core technicality entails the consistent estimation of dynamic conditional alphas after the econometrician controls for myriad fundamental characteristics such as size, value, momentum, profitability, asset investment growth, and market risk through recursive multivariate filtration. Conditional specification test evidence supports the use of the dynamic conditional multifactor model for asset return prediction against the static alternatives. The fintech network platform allows users to interact with one another by transmitting valuable units of financial intelligence and information in an online social network. The information units include dynamic conditional alpha rank order, key financial ratio summary, quadripartite visualization of financial data, and financial statement analysis. The fintech network platform automates social network functions for better interactive engagement through minimum viable cloud computing facilities for mobile app design.

Description:

This USPTO patent publication delves into our algorithmic system for dynamic conditional asset return prediction and fintech network platform automation. The current invention pertains to the new, non-obvious, and applicable econometric design and implementation of an algorithmic system for better risky asset return prediction and financial intelligence technology (fintech) platform automation. The critical elements of new technicality land in our dynamic conditional alpha and beta estimation for better asset return prediction and algorithmic fintech platform automation. The current invention entails the use of a recursive multivariate filter for the econometrician to extract dynamic conditional alpha and beta time-series for more accurate asset return prediction. This statistical analysis suggests a robust positive relation between dynamic conditional alphas and Sharpe ratios of average excess returns to return volatility after the econometrician controls for multiple fundamental characteristics, asset investment styles, and portfolio tilts. These main characteristics are market risk, size, value, momentum, asset growth, and operating profitability. The current invention involves a new rigorous conditional specification test for hypothesis test design and development in risky asset return prediction. In effect, this test helps distinguish the dynamic and static multifactor asset pricing models. The preponderance of our empirical results for U.S. individual stocks and international stock, bond, currency, and commodity portfolios favors the use of dynamic conditional alpha analysis in contrast to static asset return prediction. Through fast and stable cloud computing facilities for mobile web app design and encryption, the current invention automates the dynamic conditional alpha estimation and the algorithmic fintech platform. With a reasonably modular and interactive social network, the fintech platform helps optimize active-click mutual engagement (ACME) among active users through both the centrifugal and centripetal user interactions as well as the time-specific rank order of each active end user’s asset portfolio value ceteris paribus. ACME increases exponentially when the highly modular algorithmic fintech platform boosts these user interactions, improves individual users' dynamic conditional alpha ranks, and/or causes significant changes in structural characteristics such as demographic attributes, interests, behaviors, other platform usage patterns, and so forth.

 

This analytic ebook cannot constitute any form of financial advice, analyst opinion, recommendation, or endorsement. We refrain from engaging in financial advisory services, and we seek to offer our analytic insights into the latest economic trends, stock market topics, investment memes, and other financial issues. Our proprietary alpha investment algorithmic system helps enrich our AYA fintech network platform as a new social community for stock market investors: https://ayafintech.network.

 

We share and circulate these informative posts and essays with hyperlinks through our blogs, podcasts, emails, social media channels, and patent specifications. Our goal is to help promote better financial literacy, inclusion, and freedom of the global general public. While we make a conscious effort to optimize our global reach, this optimization retains our current focus on the American stock market.


This ebook shares new economic insights, investment memes, and stock portfolio strategies through both blog posts and patent specifications on our AYA fintech network platform. AYA fintech network platform is every investor's social toolkit for profitable investment management. We can help empower stock market investors through technology, education, and social integration.

 

Blog+More

The SEC sues Elon Musk for his August 2018 tweet that he has secured external finance to convert Tesla into a private company.

Amy Hamilton

2018-09-29 12:39:00 Saturday ET

The SEC sues Elon Musk for his August 2018 tweet that he has secured external finance to convert Tesla into a private company.

The Securities and Exchange Commission (S.E.C.) sues Elon Musk for his August 2018 tweet that he has secured external finance to convert Tesla into a privat

+See More

A congressional division between Democrats and Republicans can cause ripple effects on Trump economic reforms.

Becky Berkman

2018-11-29 11:33:00 Thursday ET

A congressional division between Democrats and Republicans can cause ripple effects on Trump economic reforms.

A congressional division between Democrats and Republicans can cause ripple effects on Trump economic reforms. As Democrats have successfully flipped the Ho

+See More

Several feasible near-term reforms can substantially narrow the scope for global tax avoidance by closing information loopholes.

Apple Boston

2023-03-14 16:43:00 Tuesday ET

Several feasible near-term reforms can substantially narrow the scope for global tax avoidance by closing information loopholes.

Several feasible near-term reforms can substantially narrow the scope for global tax avoidance by closing information loopholes. Thomas Pogge and Krishen

+See More

Goop Founder and CEO Gwyneth Paltrow serves as a great inspiration for female entrepreneurs.

Laura Hermes

2019-12-01 10:31:00 Sunday ET

Goop Founder and CEO Gwyneth Paltrow serves as a great inspiration for female entrepreneurs.

Goop Founder and CEO Gwyneth Paltrow serves as a great inspiration for female entrepreneurs. Paltrow designs Goop as an online newsletter, and this newslett

+See More

With its novel SnapChat app, Snap IPO achieves $30 billion stock market valuation!

Olivia London

2017-03-03 05:39:00 Friday ET

With its novel SnapChat app, Snap IPO achieves $30 billion stock market valuation!

As the biggest IPO since Alibaba in recent years, Snap Inc with its novel instant-messaging app SnapChat achieves $30 billion stock market capitalization.

+See More

Foxconn invests $10 billion in a new manufacturing plant for LCD display panels in Wisconsin.

Chanel Holden

2017-07-13 08:35:00 Thursday ET

Foxconn invests $10 billion in a new manufacturing plant for LCD display panels in Wisconsin.

President Donald Trump has announced that a major Apple iPhone upstream supplier, Foxconn Technology Group (aka Hon Hai Precision Group), will invest $10 bi

+See More