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Stefan's Blog

Follow the blogs of our expert Stefan Schlamp, Head of Quantitative Analytics, about recent trends and developments in the market.

126 results
  1. Stefan's blog: The First Principal Component

    Jul 21, 2026

    ... of every microstructure-based strategy is the imbalance a/k/a book pressure. More

  2. Stefan's blog: Mach Keine Halben Sachen! - 2026Q2

    Jul 14, 2026

    This is the German version of "Don't half-a** it". Conveniently, it is also PG13. It is an apt title for this quarter's list of noteworthy trades ... More

  3. Stefan's blog: Lit? Dark? Whatever.

    Jul 6, 2026

    In June 2026, it was "lights on" during the auctions on Xetra. Prior to this, the order books during auctions (opening, closing, intraday ... More

  4. Stefan's blog: Locked and Crossed Markets

    Jun 29, 2026

    Across the pond, the SEC is considering rescinding parts of RegNMS. Neither rule exists in Europe. So it might be interesting to look at what a ... More

  5. Stefan's blog: Discrimination of ETPs

    Jun 23, 2026

    A lot has happened since the last time I looked at the market concentration as a function of the average daily volume. More

  6. Stefan's blog: Tick Size and Markout - Of "Real" Market Makers

    Jun 23, 2026

    In last week's article we found that the average markout for liquidity providers was negative - for constituents of the DAX, MDAX, and SDAX indices. More

  7. Stefan's blog: Tick Sizes and Markouts

    Jun 8, 2026

    Last week we looked at the influence of tick sizes on order-to-trade ratios (OTR). In a way, the OTR is a purely aesthetic KPI. A more relevant ... More

  8. Stefan's blog: Tick Size and Order-to-Trade Ratio

    Jun 1, 2026

    Quick introduction to people only familiar with US equity markets: There are no fixed ($0.01) tick sizes for European equities. At least the ... More

  9. Stefan's blog: The Eleventh Hour

    May 28, 2026

    When a stock joins an index, all ETFs and mutual funds tracking this index have to buy this stock. Usually the funds are not allowed to deviate ... More

  10. Stefan's blog: How Much Liquidity Is Enough? About 10 MEUR.

    May 18, 2026

    Is there some point beyond which the marginal utility of additional liquidity becomes (close to) zero? Was a trade in the historical data ... More

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