Quant Beckman

Books: |

[Quant Beckman @quantbeckman]

Hey guys! I’ve just released a refined, compact edition of one of my newsletter series on the foundations of quantitative trading. It is a theoretical introduction designed for aspiring quants who are beginning to explore the field. The focus is on first principles, method, and the conceptual framework behind quantitative trading.

Link in the comments. I hope you enjoy it.

[Quant Beckman @quantbeckman]

🟥For this one and more papers with code: https://t.co/gTLdEcOw54

[Quant Beckman @quantbeckman]

There is also an important distinction between predicting correlation levels and predicting correlation changes. The paper reports ~28% explanatory power for monthly variation, which is a weaker result than the headline 98–99% figure.

[Quant Beckman @quantbeckman]

The paper claims to establish conditions under which parametric stochastic differential equations generate sufficiently regular call-price surfaces that AFNO can approximate. However, the proof of Proposition 4.4 acknowledges that its argument doesnt establish the necessary martingale and stability properties.

[Quant Beckman @quantbeckman]

There are so many ways to define this "observation - What is seen"

[Quant Beckman @quantbeckman]

In life as in trading

[Quant Beckman @quantbeckman]

Check last year compilation here https://t.co/Z3ybcNvf8S

[Quant Beckman @quantbeckman]

Identify OTC companies transitioning toward a higher-quality exchange listing via financial statements or governance upgrades. The setup is a pre-uplisting re-rating trade. So enter only when listing improves and market liquidity confirms that institutional accessibility is rising.

[Quant Beckman @quantbeckman]

View a reverse split followed by new financing as a capital-structure reset. While the split lifts the share price and shrinks nominal float or warrant exercises reignite dilution. That dynamic creates a prime short setup when financing lands after the split, incoming dilution dwarfs the post-split float, and price fails to hold the offering anchor. Short only after post-financing weakness confirms that the new supply is not being absorbed.

[Quant Beckman @quantbeckman]

🟥For this one and more papers with code: https://t.co/gTLdEcOw54

[Quant Beckman @quantbeckman]

The paper claims to establish conditions under which parametric stochastic differential equations generate sufficiently regular call-price surfaces that AFNO can approximate. However, the proof of Proposition 4.4 acknowledges that its argument doesnt establish the necessary martingale and stability properties.

[Quant Beckman @quantbeckman]

In life as in trading

[Quant Beckman @quantbeckman]

The concept of sustainability is more important than achieving an attractive curve through mining.

[Quant Beckman @quantbeckman]

@hedgequantx 🤣

[Quant Beckman @quantbeckman]

View a reverse split followed by new financing as a capital-structure reset. While the split lifts the share price and shrinks nominal float or warrant exercises reignite dilution. That dynamic creates a prime short setup when financing lands after the split, incoming dilution dwarfs the post-split float, and price fails to hold the offering anchor. Short only after post-financing weakness confirms that the new supply is not being absorbed.

[Quant Beckman @quantbeckman]

View a delisting notice as a temporary risk when the deficiency is mechanical, the cure path is well-defined, and the core business remains intact. Map out the odds of regaining compliance using five variables: the deficiency type, the cure window, the distance to the threshold, reverse-split authorization, and balance sheet health. The long setup is when market panic overshoots the probability of a permanent delisting.

[Quant Beckman @quantbeckman]

Check last year compilation here https://t.co/Z3ybcNuHjk

[Quant Beckman @quantbeckman]

🟥For this one and more papers with code: https://t.co/gTLdEcP3UC

[Quant Beckman @quantbeckman]

The proposed model improves predictive density relative to a constant market scale, but doesnt demonstrate better extreme-tail performance than a straightforward scaling rule.

[Quant Beckman @quantbeckman]

The theoretical results assume that signal transitions are independent across characteristics, allowing interaction persistence to be expressed as the product of individual persistences.

[Quant Beckman @quantbeckman]

@Quanticator 💯

[Quant Beckman @quantbeckman]

The concept of sustainability is more important than achieving an attractive curve through mining.

[Quant Beckman @quantbeckman]

Where to start in quant research?

[Quant Beckman @quantbeckman]

Check last year compilation https://t.co/Z3ybcNuHjk

[Quant Beckman @quantbeckman]

View a delisting notice as a temporary risk when the deficiency is mechanical, the cure path is well-defined, and the core business remains intact. Map out the odds of regaining compliance using five variables: the deficiency type, the cure window, the distance to the threshold, reverse-split authorization, and balance sheet health. The long setup is when market panic overshoots the probability of a permanent delisting.

[Quant Beckman @quantbeckman]

View regained Nasdaq minimum-bid compliance as a delisting de-risking event. In this case, the setup has edge when compliance follows an extended deficiency period and aligns with stabilizing fundamentals like cash runway, margins, top-line trends, or financing terms. Gauge how much listing-risk discount remains baked into the price, and confirm the stock can sustain the threshold through market demand.

[Quant Beckman @quantbeckman]

@ayeciii Hi there, think that I'm spanish so may sound weird because of that

[Quant Beckman @quantbeckman]

Hey guys! I’ve just released a refined, compact edition of one of my newsletter series on the foundations of quantitative trading. It is a theoretical introduction designed for aspiring quants who are beginning to explore the field. The focus is on first principles, method, and the conceptual framework behind quantitative trading.

Link in the comments. I hope you enjoy it.

[Quant Beckman @quantbeckman]

🟥For this one and more papers with code: https://t.co/gTLdEcP3UC

[Quant Beckman @quantbeckman]

The theoretical results assume that signal transitions are independent across characteristics, allowing interaction persistence to be expressed as the product of individual persistences.

[Quant Beckman @quantbeckman]

The are multiple interconnected mechanisms (fixed-share master, hedge aggregation, a collateral budget...). However, none establishes a profitable trading advantage. The development universe produces no improvement over Equal Weight, the frozen transfer specification underperforms