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The Science Behind Stop-Loss & Target Gain – Learn When to Exit a Position

The Science Behind Stop-Loss & Target Gain – Learn When to Exit a Position

March 20, 2020 | Ai Driven Investment Strategies, Algorithmic Investing, Alternative Data, Convolutional Neural Networks, Deep Learning, Machine Learning, Neural Networks, Stock Forecasting, Time Series Data,

Co-Authored by: Erez M. Katz (CEO & Co-Founder) and Stuart Colianni (Quant)

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Selecting Features with Permutation Importance

Selecting Features with Permutation Importance

March 2, 2020 | Ai Driven Investment Strategies, Algorithmic Investing, Alternative Data, Convolutional Neural Networks, Deep Learning, Machine Learning, Neural Networks, Stock Forecasting, Time Series Data,

Authored by: Stuart Colianni / Quantitative Analyst @ Lucena Research.

A Dynamic Labeling Approach for Financial Assets Forecasting

A Dynamic Labeling Approach for Financial Assets Forecasting

February 26, 2020 | Ai Driven Investment Strategies, Algorithmic Investing, Alternative Data, Convolutional Neural Networks, Deep Learning, Machine Learning, Neural Networks, Stock Forecasting, Time Series Data,

Authored by: Tarun Bhatia, Stuart Colianni, Taylor Korf, and Erez Katz

Clustering for more effective model training

Clustering for more effective model training

February 26, 2020 | Ai Driven Investment Strategies, Algorithmic Investing, Alternative Data, Convolutional Neural Networks, Deep Learning, Machine Learning, Neural Networks, Stock Forecasting, Time Series Data,

Stuart Colianni, Quantitative Researcher at Lucena Research

Making Consumer Credit Data from Equifax® Informative For Individual Assets

Making Consumer Credit Data from Equifax® Informative For Individual Assets

January 21, 2020 | Alternative Data, Data Provider, Data Science, Quantitative Investing, Time Series Data, Webinar Videos,

 Erez Katz, Lucena Research CEO and Co-founder On 2/20 join Erez Katz and Peter McGinnis of Equifax for a webinar. Erez and Pete will dive into the research process for using anonymized consumer credit data. Equifax teamed up with Lucena…

Creating a Multi-Strategy Fund Using Big Data and Machine Learning

Creating a Multi-Strategy Fund Using Big Data and Machine Learning

December 23, 2019 | Ai Driven Investment Strategies, Alternative Data, Model Portfolios, QuantDesk,

Erez Katz, CEO and Co-founder of Lucena Research In order to create a diversified portfolio, our team combined five uncorrelated, best of breed strategies into a single fund named: The Fabulous 5.

Dynamically Retraining Models for Stock Forecasting

Dynamically Retraining Models for Stock Forecasting

December 18, 2019 | Ai Driven Investment Strategies, Event Analyzer, Model Portfolios, QuantDesk, Quantitative Investing,

Erez Katz, CEO and Co-founder of Lucena Research Dynamic retraining is an important aspect of AI & Big Data for quantitative investing.

Lucena Research and Equifax to Deliver Consumer Credit Data Offerings

Lucena Research and Equifax to Deliver Consumer Credit Data Offerings

December 2, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, Data Provider, Machine Learning, Model Portfolios, Quantitative Analysis, Time Series Data,

Erez Katz, Lucena Research CEO and Co-founder Lucena teamed up with Equifax® to create predictive signals derived from consumer credit analysis for actionable investment deliverables.

Betting on US Defense Stocks

Betting on US Defense Stocks

November 26, 2019 | Ai Driven Investment Strategies, Hedger, Portfolio Optimization, QuantDesk,

Erez Katz, Lucena Research CEO and Co-founder QuantDesk can research, validate and construct an aero-space & defense stocks portfolio.

Stock Forecasting with Transformer Architecture and Attention Mechanism

Stock Forecasting with Transformer Architecture and Attention Mechanism

November 18, 2019 | Ai Driven Investment Strategies, Alternative Data, Machine Learning, Quantitative Analysis, Time Series Data,

Erez Katz, Lucena Research CEO and Co-founder In our stock forecasting research, our goal is to identify meaningful patterns within a noisy construct of time series data.

Mitigating Risk for Event-Driven Investing

Mitigating Risk for Event-Driven Investing

November 4, 2019 | Ai Driven Investment Strategies, Alternative Data, Event Analyzer, Hedger, QuantDesk, Time Series Data,

Erez Katz, Lucena Research CEO and Co-founder As data and information become more accessible, the market has become more efficient. Consequently, the required lead time for event-driven investing has also grown longer. In other words, investors are seeking early entry…

Mean Reversion: Identify and forecast stocks before they move

Mean Reversion: Identify and forecast stocks before they move

October 14, 2019 | Ai Driven Investment Strategies, Event Analyzer, QuantDesk,

Erez Katz, Lucena Research CEO and Co-founder   How to use mean reversion to forecast constituents on the verge of moving below or above their peers.

Cracking the Code: Applying Alternative Data to Investment

Cracking the Code: Applying Alternative Data to Investment

October 2, 2019 | Ai Driven Investment Strategies, Alternative Data, Data Provider, DQE, Erez Katz, Webinar Videos,

Erez Katz, Lucena Research CEO and Co-founder On Sept. 26th Lucena Research hosted a panel event for data providers and investment professionals to discuss alternative data for investment. Watch the panel discussion with Q&A here.

Using Big Data to Forecast KPI

Using Big Data to Forecast KPI

September 16, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, Model Portfolios, Predictive Analytics,

Erez Katz, Lucena Research CEO and Co-founder During our panel event in NY I referenced how deploying big data in a consumable and actionable format is a critical need for most investment professionals. In order to serve this need, our team has…

Capsule Networks or CNNs: Which is best for stock predictions?

Capsule Networks or CNNs: Which is best for stock predictions?

September 4, 2019 | Ai Driven Investment Strategies, Alternative Data, Machine Learning, Neural Networks, Predictive Analytics, Quantitative Investing, Time Series Data,

Erez Katz, Lucena Research CEO and Co-founder Here I’d like to touch on some of the main points that motivated us to explore CapsNet.

New Enterprise Level Portfolio Construction and Execution Services

New Enterprise Level Portfolio Construction and Execution Services

August 12, 2019 | Ai Driven Investment Strategies, Alternative Data, Erez Katz, Predictive Analytics, Press Release, QuantDesk,

Atlanta, GA Lucena Research and Data Capital Management announced they are collaborating to bring to market AI-based portfolio construction and execution services. “We’re excited to partner with experts in portfolio construction and management. Together, we present unique offerings, that package data science, machine…

Murky Outlook for Oil

Murky Outlook for Oil

August 12, 2019 | Ai Driven Investment Strategies, Erez Katz, Event Analyzer, Hedger, Long and Short Strategies, Model Portfolios, Portfolio Optimization, Quantitative Investing, Strategy, Time Series Data,

Erez Katz, Lucena Research CEO and Co-founder Oil Volatility: How to Identify a Statistical Arbitrage Opportunity Opposing forces are holding oil prices in a tight range and delicate balance. Excessive US production and oversupply is countered by growing demand. Add…

Perpetually Monitored Strategies derived from Alternative Data and AI

Perpetually Monitored Strategies derived from Alternative Data and AI

July 30, 2019 | Ai Driven Investment Strategies, Alternative Data, Event Analyzer, Hedger, Investment Strategies, Long and Short Strategies, Model Portfolios, Portfolio Optimization, Strategy, Tiebreaker,

Erez Katz, Lucena Research CEO and Co-founder At Lucena, we connect investment professionals with actionable and validated alternative data. Over the past two years, we’ve added new datasets to our list of validated data partners. To further advance the reliability…

Repurposing Alternative Data for Various Investment Paradigms

Repurposing Alternative Data for Various Investment Paradigms

July 23, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, DAS, Data Analytics Suite, Data Provider, Data Qualification Engine, Data Validation, Model Portfolios,

Erez Katz, CEO and Co-founder Lucena Research A review of current challenges with alt data adoption and how to overcome them. With our data providers, we are able to provide empirical evidence of the underlying data’s predictive value. Value is…

Cognovi Labs Partners with Lucena Research to Forecast KPIs and Tradable Assets

Cognovi Labs Partners with Lucena Research to Forecast KPIs and Tradable Assets

July 16, 2019 | Alternative Data, DAS, Data Provider, Erez Katz, Predictive Analytics, Press Release,

Atlanta, GA Cognovi Labs, the leading provider of AI-extracted consumer emotions and behavioral insights, joins the list of Lucena Research data providers. Today, the two companies announced they have partnered to bring new signal-based data offerings to the financial markets.…

Alt Data and AI Driven Investment Strategies Case Studies

How we add value

# Data Validation                   

# Data Enhancement                     

#Investment Strategy                   

#Quantitative Analysis Research

alt data and ai driven investment strategies

Prattle Analytics Gained Actionable Insights from Alternative Data
#Data Validation

Lucena validated and enhanced Prattle’s data, backtested out of sample for signal predictive strength, and provided new audience for Prattle through Lucena’s QuantDesk® customers.

VIEW FULL CASE STUDY >

Hedge Fund Case Study

How Lucena Increased Portfolio Returns By 180 Basis Points #Investment Strategy

A quantitative approach provided incremental growth and portfolio optimization for a multi-billion-dollar discretionary fundamental hedge fund.

VIEW FULL CASE STUDY >

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