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

Founder & Chief Market Strategist - SAV Markets, SAV Markets

Shyam Devani

Founder & Chief Market Strategist - SAV Markets

Provide Comprehensive Analysis & Commentary

SAV Markets

SAV Markets aims to provide comprehensive analysis & commentary on foreign exchange and asset markets. The approach is multi asset as markets are typically interlinked. Cause and effect are always at work, even if those effects take time to manifest. As nothing is permanent we strive to get ahead of the curve in an ever changing world.

Cross Asset Strategy

<ul>
<li>As equity indices take a wobble again the Oil price has remained strong after posting both bullish weekly monthly close to new trend highs</li>
<li>The relationship between Oil &amp; stocks is in question because it is unclear whether a higher Oil price in an already inflationary environment is seen as “good” or “bad” </li>
<li>Even in the case that the S&amp;P 500 holds up and becomes correlated properly to Oil, the charts below suggest it will still underperform</li>
</ul>


As equity indices take a wobble again the Oil price has remained strong after posting both bullish weekly monthly close to new trend highs
The relationship between Oil &amp; stocks is in question because it is unclear whether a higher Oil price in an already inflationary environment is seen as “good” or “bad” 
Even in the case that the S&amp;P 500 holds up and becomes correlated properly to Oil, the charts below suggest it will still underperform


<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$17.7bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.</li>
<li>There is over US$500m to trade in <a href="https://www.smartkarma.com/entities/broadcom-inc" target="_blank" data-smartkarma-citation="entities:998:1" rel="noopener">Broadcom (AVGO US)</a>, <a href="https://www.smartkarma.com/entities/tesla-inc" target="_blank" data-smartkarma-citation="entities:20279:1" rel="noopener">Tesla (TSLA US)</a>, <a href="https://www.smartkarma.com/entities/apollo-global-management-inc" target="_blank" data-smartkarma-citation="entities:28770:1" rel="noopener">Apollo Global Management (APO US)</a>, <a href="https://www.smartkarma.com/entities/amazon-com-inc" target="_blank" data-smartkarma-citation="entities:409:1" rel="noopener">Amazon.com Inc (AMZN US)</a> and <a href="https://www.smartkarma.com/entities/workday-inc-class-a" target="_blank" data-smartkarma-citation="entities:5660:1" rel="noopener">Workday Inc Class A (WDAY US)</a>. </li>
<li>
<a href="https://www.smartkarma.com/entities/broadcom-inc" target="_blank" data-smartkarma-citation="entities:998:1" rel="noopener">Broadcom (AVGO US)</a> swings from a small net buy to a large net sell following the rally in the stock last week.</li>
</ul>


Constituent changes to the S&amp;P 500 INDEX and capping changes will result in a round-trip trade of US$17.7bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.
There is over US$500m to trade in Broadcom (AVGO US), Tesla (TSLA US), Apollo Global Management (APO US), Amazon.com Inc (AMZN US) and Workday Inc Class A (WDAY US). 

Broadcom (AVGO US) swings from a small net buy to a large net sell following the rally in the stock last week.


Select Sector Indices and S&P Equal Weight Rebalance: US$17.7bn Round-Trip Trade Post Capping Cutoff

<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$15.9bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.</li>
<li>The Select Sector index trackers and <a href="https://www.smartkarma.com/entities/invesco-s-p-500-equal-weight-e" target="_blank" data-smartkarma-citation="entities:32932:1" rel="noopener">S&amp;P 500 Equal Weight</a> trackers will need to buy <a href="https://www.smartkarma.com/entities/apollo-global-management-inc" target="_blank" data-smartkarma-citation="entities:28770:1" rel="noopener">Apollo Global Management</a> and <a href="https://www.smartkarma.com/entities/workday-inc-class-a" target="_blank" data-smartkarma-citation="entities:5660:1" rel="noopener">Workday</a>, adding to the buying from <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> trackers.</li>
<li>The flows will change over the next week as stock prices move around and final capping is done after the close on 13 December.</li>
</ul>


Constituent changes to the S&amp;P 500 INDEX and capping changes will result in a round-trip trade of US$15.9bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.
The Select Sector index trackers and S&amp;P 500 Equal Weight trackers will need to buy Apollo Global Management and Workday, adding to the buying from S&amp;P 500 INDEX trackers.
The flows will change over the next week as stock prices move around and final capping is done after the close on 13 December.


Select Sector Indices and S&P Equal Weight Rebalance: US$16bn Trade; More Buying for APO and WDAY

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

Long-Short Trades: Oil Versus Stocks

Despite the volatility in equity markets, the Oil price remains in a strong uptrend as is break higher. The relationship is questionable in this...

Shyam Devani

Select Sector Indices and S&P Equal Weight Rebalance: US$17.7bn Round-Trip Trade Post Capping Cutoff

Constituent changes to the SnP500 Index and capping changes result in a round-trip trade of US$17.7bn across the Select Sector and the SnP500 Equal...

Brian Freitas

Select Sector Indices and S&P Equal Weight Rebalance: US$16bn Trade; More Buying for APO and WDAY

Constituent changes to the SPX and capping changes result in a round-trip trade of US$15.9bn. Apollo Global, Workday, Exxon and McDonald's are...

Brian Freitas

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