Quantitative Equity Analyst, DMA

Charlotte van Tiddens, CFA

Quantitative Equity Analyst

Technology-First Company

DMA is a technology-first company that provides an end-to-end SaaS solution to institutional investors. DMA enables regulated entities like asset managers, wealth managers, investment managers and financial advisors to connect their front and back office, break silos and reduce headcount.

Event-Driven

<ul><li>Indices were rebalanced in the closing auction last week Thursday.</li><li>Turnover on the JSE for the day was R25.6bn, R12.9bn traded in the closing auction (50%).</li><li>Turnover at the November rebalance was R40.6bn. </li></ul>

Indices were rebalanced in the closing auction last week Thursday.Turnover on the JSE for the day was R25.6bn, R12.9bn traded in the closing auction (50%).Turnover at the November rebalance was R40.6bn. 

Feb Rebalance - JSE Auction Analytics (SA Upweighted in ACWI and EM)

<ul><li>Since the introduction of the Shareholder Weighted indices (SWIX) in July 2003, fund managers with South African equity mandates have had an array of benchmarks to choose from.</li><li>The SWIX was introduced at a time when resources made up more than 50% of the Top 40.</li><li>The SWIX methodology addressed this concentration by adjusting the float of dual-listed entities to reflect shares held by South African residents (eg. AGL, BHP).</li></ul>

Since the introduction of the Shareholder Weighted indices (SWIX) in July 2003, fund managers with South African equity mandates have had an array of benchmarks to choose from.The SWIX was introduced at a time when resources made up more than 50% of the Top 40.The SWIX methodology addressed this concentration by adjusting the float of dual-listed entities to reflect shares held by South African residents (eg. AGL, BHP).

JSE Mar 24 Harmonisation - Is Your Benchmark Changing?

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

<ul>
<li>The WisdomTree Emerging Markets ex-State-Owned Enterprises Index measures the performance of emerging markets stocks that are not state-owned enterprises.</li>
<li>The changes at the October rebalance were announced after market close on 4 October with implementation scheduled at the close on 16 October.</li>
<li>There are 154 adds and 80 deletes for the index with an estimated round-trip trade of US$300m.</li>
</ul>


The WisdomTree Emerging Markets ex-State-Owned Enterprises Index measures the performance of emerging markets stocks that are not state-owned enterprises.
The changes at the October rebalance were announced after market close on 4 October with implementation scheduled at the close on 16 October.
There are 154 adds and 80 deletes for the index with an estimated round-trip trade of US$300m.


WisdomTree Emerging Markets Ex-State-Owned Enterprises Index Rebalance: US$300m Round-Trip Trade

Global Emerging Market Equities, Propitious Research

Wium Malan, CFA

Global Emerging Market Equities

Independent, Fundamental Quantitative Research

Propitious Research

Fully independent, fundamental and quantitative equity research, focused on companies in the Telecommunication, Media, Technology, Internet and Healthcare sectors in the Global Emerging Markets. Idea generation focused on Quality stocks, trading below their intrinsic Value, with sound Corporate Governance.

Quantitative Analysis

<ul>
<li>An overview (and output) of our machine learning-driven GEM screening model, which seeks to find the best medium-term long ideas within the top 100 stocks in the MSCI GEM Index.</li>
<li>The model is based on 1) a quantitative multifactor screening model, enhanced by two AI Technology-based approaches; 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model.</li>
<li>Developed over roughly 4 years and implemented in its current state for over 3 years, the model has a solid real-world alpha-generating performance track record, discussed in detail below.</li>
</ul>


An overview (and output) of our machine learning-driven GEM screening model, which seeks to find the best medium-term long ideas within the top 100 stocks in the MSCI GEM Index.
The model is based on 1) a quantitative multifactor screening model, enhanced by two AI Technology-based approaches; 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model.
Developed over roughly 4 years and implemented in its current state for over 3 years, the model has a solid real-world alpha-generating performance track record, discussed in detail below.


<ul>
<li>South Africa was downweighted in global, emerging markets, and ex-China indices for a second consecutive quarter. </li>
<li>Brazil was the largest upweight in global, emerging markets, and ex-China indices.</li>
<li>Tencent was downweighted in the emerging markets index but upweighted in global index.</li>
</ul>


South Africa was downweighted in global, emerging markets, and ex-China indices for a second consecutive quarter. 
Brazil was the largest upweight in global, emerging markets, and ex-China indices.
Tencent was downweighted in the emerging markets index but upweighted in global index.


Aug 24 Indices Rebalance: Brazil Takes the EM Flow, SA & China Downweighted Again (Tencent)

South Africa

Gold Fields Ltd is a gold producer with annualised production of approx. 2.0 million gold equivalent ounces from six operating mines in Australia, Ghana, Peru and South Africa. The Company has four major projects at resource development or feasibility level.

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Gold Fields Ltd (GFI SJ)

Feb Rebalance - JSE Auction Analytics (SA Upweighted in ACWI and EM)

Indices were rebalanced in the closing auction last week Thursday. Turnover on the JSE for the day was R25.6bn, R12.9bn traded in the closing...

DMA

JSE Mar 24 Harmonisation - Is Your Benchmark Changing?

Since the introduction of the Shareholder Weighted indices (SWIX) in July 2003, fund managers with South African equity mandates have had an array...

DMA

WisdomTree Emerging Markets Ex-State-Owned Enterprises Index Rebalance: US$300m Round-Trip Trade

There are 154 adds/80 deletes for the WisdomTree Emerging Markets ex-State-Owned Enterprises Index. Round-trip trade is US$300m. There have been...

Brian Freitas

Screening for GEMs: October 2024

This insight provides an overview of our, machine learning-driven, proprietary GEM screening model, based on a Multifactor model, a Deep Neural...

Wium Malan, CFA

Aug 24 Indices Rebalance: Brazil Takes the EM Flow, SA & China Downweighted Again (Tencent)

Aug 24 Indices Rebalance: Brazil was the largest beneficiary of passive flows at the rebalance last Friday. South Africa and China were...

DMA

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