HarmoniQ Insights

William Mann

Independent Insight Provider

At HarmoniQ Insights, we empower investors to enhance their investment strategies by integrating cutting-edge quantitative research processes and technologies. Our solutions provide access to leading quantitative data providers and services, tailored to align with each client’s unique goals. By bridging the gap between traditional investment approaches and advanced data-driven methods, we help clients gain a competitive edge through innovation in both process and technology.

Quantitative Analysis

<ul>
<li>
Strong YTD performance with volatility: Systematic quantitative equity strategies have strong but volatile performance in 2024, with momentum and reversal factors driving returns, particularly in U.S. technology (AI sectors).</li>
<li>
Key macroeconomic drivers: Interest rate decisions from the Federal Reserve, geopolitical tensions (especially involving China), and the upcoming U.S. Presidential election will be major catalysts influencing equity markets through year-end.</li>
<li>
Sector-Specific opportunities: AI-driven tech and consumer discretionary stocks benefit from rate cuts, but overvaluation risks persist. Value and quality sectors in Europe and defensive strategies (e.g. reversal) hedge market corrections.</li>
</ul>



Strong YTD performance with volatility: Systematic quantitative equity strategies have strong but volatile performance in 2024, with momentum and reversal factors driving returns, particularly in U.S. technology (AI sectors).

Key macroeconomic drivers: Interest rate decisions from the Federal Reserve, geopolitical tensions (especially involving China), and the upcoming U.S. Presidential election will be major catalysts influencing equity markets through year-end.

Sector-Specific opportunities: AI-driven tech and consumer discretionary stocks benefit from rate cuts, but overvaluation risks persist. Value and quality sectors in Europe and defensive strategies (e.g. reversal) hedge market corrections.


Systematic Quantitative Equity Strategies Outlook: 9/15/24 – Year-End

Pan-Asia Index Rebalances/ Events/ Delta One, Periscope Analytics

Brian Freitas

Pan-Asia Index Rebalances/ Events/ Delta One

Periscope Analytics

Periscope Analytics focuses on event-driven trades across Asia Pacific and provides comprehensive, timely and systematic coverage of index changes to major Asia Pacific indices in a structured manner.

The analysis includes forecasted inclusions and exclusions to all major Asian indices that have significant amount of tracking assets, including estimates of passive buy/sell flow on the stocks. The service also provides commentary and impact of market consultations, ground rule changes, and other events (IPOs, spin-offs, M&A) that could lead to index changes and passive flow.

Periscope Analytics works with multi-strategy hedge funds, proprietary trading firms, stat arb trading groups and long-only investors that invest and trade in the Asia Pacific region with the data being used to trade index rebalances, avoid pre-positioning and passive flow, and to time entry into and exit from stocks.

Event-Driven Trades Across Asia Pacific

Event-Driven

<ul>
<li>The changes to the <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886:1" rel="noopener">S&amp;P 500 INDEX (SPX INDEX)</a>, S&amp;P400 Index and S&amp;P600 Index will be announced after market close on Friday.</li>
<li>The conclusions of the market consultation to change the index weighting methodology for the Select Sector Indices to reduce concentration and avoid reverse turnover should also be announced.</li>
<li>Changes in the index weighting methodology will result in a round-trip trade of US$35bn across the Select Sector indices. The largest turnover is in the <a href="https://www.smartkarma.com/entities/consumer-staples-select-sector-spdr-fund" target="_blank" data-smartkarma-citation="entities:27536:1" rel="noopener">XLP</a> and <a href="https://www.smartkarma.com/entities/technology-select-sector-spdr" target="_blank" data-smartkarma-citation="entities:27543:1" rel="noopener">XLK</a>.</li>
</ul>


The changes to the S&amp;P 500 INDEX (SPX INDEX), S&amp;P400 Index and S&amp;P600 Index will be announced after market close on Friday.
The conclusions of the market consultation to change the index weighting methodology for the Select Sector Indices to reduce concentration and avoid reverse turnover should also be announced.
Changes in the index weighting methodology will result in a round-trip trade of US$35bn across the Select Sector indices. The largest turnover is in the XLP and XLK.


Select Sector Indices - Updated Flows as Round-Trip Trade Hits US$35bn

Index Rebalance

<ul>
<li>Constituent changes to the <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886:1" rel="noopener">S&amp;P 500 INDEX</a> and capping changes will result in a round-trip trade of US$15.5bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.</li>
<li>The Select Sector index trackers and S&amp;P500 Equal Weight trackers will need to buy the adds to the <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886:1" rel="noopener">S&amp;P500 INDEX</a> and sell the deletes, further increasing flow for the stocks.</li>
<li>The <a href="https://www.smartkarma.com/entities/vaneck-vectors-semiconductor" target="_blank" data-smartkarma-citation="entities:32807:1" rel="noopener">VanEck Vectors Semiconductor (SMH US)</a> ETF will be selling <a href="https://www.smartkarma.com/entities/broadcom-inc" target="_blank" data-smartkarma-citation="entities:998:1" rel="noopener">Broadcom (AVGO US)</a> at the same time as the Select Sector and S&amp;P500 Equal Weight Index trackers.</li>
</ul>


Constituent changes to the S&amp;P 500 INDEX and capping changes will result in a round-trip trade of US$15.5bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.
The Select Sector index trackers and S&amp;P500 Equal Weight trackers will need to buy the adds to the S&amp;P500 INDEX and sell the deletes, further increasing flow for the stocks.
The VanEck Vectors Semiconductor (SMH US) ETF will be selling Broadcom (AVGO US) at the same time as the Select Sector and S&amp;P500 Equal Weight Index trackers.


Select Sector Indices and S&P Equal Weight Rebalance: US$15.5bn Flow Post Capping

<ul>
<li>Constituent changes to the <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886:1" rel="noopener">S&amp;P500 INDEX</a> and capping changes will result in a round-trip trade of US$16.3bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.</li>
<li>The Select Sector index trackers and S&amp;P500 Equal Weight trackers will need to buy the adds to the <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886:1" rel="noopener">S&amp;P500 INDEX</a> and sell the deletes, further increasing flow for the stocks.</li>
<li>The flows will change over the next week as stock prices move around, and final capping is done after the close on 14 March.</li>
</ul>


Constituent changes to the S&amp;P500 INDEX and capping changes will result in a round-trip trade of US$16.3bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.
The Select Sector index trackers and S&amp;P500 Equal Weight trackers will need to buy the adds to the S&amp;P500 INDEX and sell the deletes, further increasing flow for the stocks.
The flows will change over the next week as stock prices move around, and final capping is done after the close on 14 March.


Select Sector Indices and S&P Equal Weight Rebalance: US$16.3bn Trade; Big Impact for EXE, TKO

<ul>
<li>Constituent changes to the <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886:1" rel="noopener">S&amp;P 500 INDEX (SPX INDEX)</a>, S&amp;P Midcap400 Index and S&amp;P SmallCap600 Index for the March rebalance will be announced after market close on Friday.</li>
<li>There will also be capping changes for the Select Sector indices that will result in a round-trip trade of US$13.1bn. Constituent changes will add to that flow.</li>
<li>The largest inflows will be in <a href="https://www.smartkarma.com/entities/amazon-com-inc" target="_blank" data-smartkarma-citation="entities:409:1" rel="noopener">Amazon.com</a>, <a href="https://www.smartkarma.com/entities/tesla-inc" target="_blank" data-smartkarma-citation="entities:20279:1" rel="noopener">Tesla</a>, <a href="https://www.smartkarma.com/entities/microsoft-corp" target="_blank" data-smartkarma-citation="entities:15273:1" rel="noopener">Microsoft</a>, <a href="https://www.smartkarma.com/entities/nvidia-corp" target="_blank" data-smartkarma-citation="entities:5891:1" rel="noopener">NVIDIA</a>, <a href="https://www.smartkarma.com/entities/alphabet-inc" target="_blank" data-smartkarma-citation="entities:33361:1" rel="noopener">Alphabet (GOOGL US)</a> and <a href="https://www.smartkarma.com/entities/electronic-arts-inc" target="_blank" data-smartkarma-citation="entities:1179:1" rel="noopener">Electronic Arts</a>. Largest outflows are from <a href="https://www.smartkarma.com/entities/broadcom-inc" target="_blank" data-smartkarma-citation="entities:998:1" rel="noopener">Broadcom</a>, <a href="https://www.smartkarma.com/entities/meta-platforms-inc-class-a-facebook" target="_blank" data-smartkarma-citation="entities:665:1" rel="noopener">Meta Platforms</a>, <a href="https://www.smartkarma.com/entities/linde-plc" target="_blank" data-smartkarma-citation="entities:35233:1" rel="noopener">Linde</a>, <a href="https://www.smartkarma.com/entities/mcdonald-s-corp" target="_blank" data-smartkarma-citation="entities:1425:1" rel="noopener">Mcdonald's Corp</a> and <a href="https://www.smartkarma.com/entities/take-two-interactive-software-inc" target="_blank" data-smartkarma-citation="entities:14948:1" rel="noopener">Take Two Interactive</a>.</li>
</ul>


Constituent changes to the S&amp;P 500 INDEX (SPX INDEX), S&amp;P Midcap400 Index and S&amp;P SmallCap600 Index for the March rebalance will be announced after market close on Friday.
There will also be capping changes for the Select Sector indices that will result in a round-trip trade of US$13.1bn. Constituent changes will add to that flow.
The largest inflows will be in Amazon.com, Tesla, Microsoft, NVIDIA, Alphabet (GOOGL US) and Electronic Arts. Largest outflows are from Broadcom, Meta Platforms, Linde, Mcdonald's Corp and Take Two Interactive.


Select Sector Indices and S&P Equal Weight Rebalance Preview: Capping Changes & US$13bn Trade

United States

Energy Select Sector SPDR Fund is an exchange-traded fund incorporated in the USA.  The ETF tracks the performance of the Energy Select Sector Index.  The ETF holds large-cap U.S. energy stocks. It invests in companies that  develop & produce crude oil & natural gas, provide drilling and other energy related services. The holdings are weighted by market capitalization.

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Energy Select Sector SPDR Fund (XLE US)

Systematic Quantitative Equity Strategies Outlook: 9/15/24 – Year-End

Design a tactical, long-tilted portfolio to express systematic investing outlook with long-short Smart-Beta, Sector and Region-Specific ETFs.

William Mann

Select Sector Indices - Updated Flows as Round-Trip Trade Hits US$35bn

US$300bn tracks the Select Sector Indices. Implementation of proposed changes will set off a US$35bn trade. Apple could be bought by multiple...

Brian Freitas

Select Sector Indices and S&P Equal Weight Rebalance: US$15.5bn Flow Post Capping

Constituent changes to the S&P 500 Index and capping changes will result in a round-trip trade of US$15.45bn across the Select Sector indices and...

Brian Freitas

Select Sector Indices and S&P Equal Weight Rebalance: US$16.3bn Trade; Big Impact for EXE, TKO

Constituent changes to the S&P500 and capping changes result in a round-trip trade of US$16.3bn for the Select Sector. ECE, DASH, AMZN, TKO, TSLA,...

Brian Freitas

Select Sector Indices and S&P Equal Weight Rebalance Preview: Capping Changes & US$13bn Trade

Capping changes for the Select Sector indices will result in a round-trip trade of US$13bn. Constituent changes will be announced after market...

Brian Freitas

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