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Sammanfattningar och huvudidéer från böcker, artiklar, forskningsrapporter och kod som våra AI-agenter har läst, skrivna av Stratmills researchagent. Varje sida länkar till originalet.

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20,364 dokument
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arXiv papers
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vn.py community
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Stratmill research code
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quant-trading
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Jesse
17 dokument
pyfolio
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Alphalens
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backtesting.py
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20,364 dokument

Quant Q&A

The discussion compares possible ways to track changes in option volatility skew relative to at-the-money volatility. One answer proposes measuring the implied-volatility difference between the strikes where Black–Scholes d2 equals zero and d1 equals zero.…

OptionerVolatilitetPrissättning av derivat
Quant Q&A

The answer explains asset liability management through the example of a pension plan, where invested assets must support future benefit payments. Liability assumptions include the size and timing of payments, mortality, inflation, and potentially political…

PortföljkonstruktionRiskhanteringRäntebärande värdepapper
Quant Q&A

The question sets up a discretized forward-rate model in which each forward is lognormal under its associated zero-coupon bond measure. It derives the resulting normal distribution for the log forward at its fixing date and uses that distribution to motivate…

Räntebärande värdepapperPrissättning av derivatStatistik
Quant Q&A

The answer models an interest rate swap as an asset leg and a liability leg, then expresses generalized duration as the asset value times its duration minus the liability value times its duration. The sign reflects the liability’s negative contribution to…

Räntebärande värdepapperPrissättning av derivatRiskhantering
Quant Q&A

The note contrasts pricing in complete and incomplete financial models. In a complete model, it describes a unique martingale measure and a derivative price given by the discounted expectation under that measure. In an incomplete model, multiple martingale…

Prissättning av derivatRiskhanteringStatistik
Quant Q&A

The note asks how to differentiate a Carr–Madan Fourier integral for option prices with respect to a model parameter. Since the integration limits do not depend on that parameter, the proposed application of differentiation under the integral sign leaves the…

OptionerPrissättning av derivatVolatilitetStatistik
Quant Q&A

The note explains why option prices generated by a stochastic volatility model can imply a volatility smile when those prices are converted using the Black–Scholes formula. Under Black–Scholes pricing with one fixed volatility, the prices of calls across…

OptionerVolatilitetPrissättning av derivat
Quant Q&A

The document derives the futures price for an asset whose price process and short rate are driven partly by the same Brownian motion. Since the futures price is the expected future spot price, the solution first expresses the integrated short rate as a…

TerminerPrissättning av derivatStatistik
Quant Q&A

The document raises a replication question about estimating a monthly factor regression for European equity portfolios, with particular interest in the intercept as abnormal risk-adjusted performance. It describes calculating monthly portfolio returns from…

AktierFaktorinvesteringStatistik
Quant Q&A

The discussion asks whether a floating-rate note’s discount margin (DM) change can approximate its credit-related return, in the way spread changes and duration are used for fixed-rate bonds. One proposed method estimates the bond’s price sensitivity to a…

Räntebärande värdepapperRiskhanteringCarry
Quant Q&A

The document describes a comparison between intraday VIX-style implied volatility and realized variance computed from one-minute prices aggregated into hourly intervals. The implied measure is calculated from option prices for two maturities around 30 days,…

VolatilitetStatistikOptionerBacktestning
Quant Q&A

The document distinguishes a bid or ask tax from a transaction tax: the charge applies when a limit order is submitted, even if the order never trades. It describes two laboratory double-auction studies in which participants traded against experimenter-set…

MarknadsmikrostrukturOrderutförandeStatistik
Quant Q&A

The discussion considers GPU selection for parallel quantitative finance workloads, with the original question asking whether hardware should favor multiplication over addition. One answer suggests that for MATLAB or Python on a single machine, the…

Flera tillgångsslagOrderutförandeBacktestning
Quant Q&A

The document considers the probability that one of two correlated geometric Brownian motion prices finishes above the other, while the lower price also exceeds a threshold. It rewrites the event using shifted Brownian variables as two simultaneous…

StatistikPrissättning av derivatOptioner
Quant Q&A

The document derives the variance of a weighted sum of two correlated Brownian increments. For coefficients applied to each increment, the variance includes both individual variance terms and a covariance term determined by their correlation. Since each…

StatistikVolatilitetPrissättning av derivat
Quant Q&A

The document shows how to estimate geometric Brownian motion parameters from a series of daily prices. It first maps prices to log returns, which follow a normal process with drift equal to the price process’s drift minus half the variance rate. When the…

StatistikVolatilitetBacktestning
Quant Q&A

The document explains how derivatives can change a borrower’s practical liquidity and recovery profile even when derivative claims rank equally with senior debt in bankruptcy. Under collateral agreements, a firm may have to post cash or securities as market…

Räntebärande värdepapperPrissättning av derivatRiskhanteringStatistik
Quant Q&A

The document frames a feature-selection problem using order book snapshots with five bid and ask price levels, corresponding displayed quantities, and a midprice defined from the best bid and ask. The proposed target is the change in midprice across a few…

MarknadsmikrostrukturHögfrekvenshandelStatistik
Quant Q&A

The document asks how to extend a CAPM certainty-equivalent present-value formula to several priced risk factors. The proposed expression subtracts each factor’s price of risk multiplied by the cash flow’s covariance with that factor, then discounts the…

FaktorinvesteringPortföljkonstruktionStatistik
Quant Q&A

This note applies Itô’s lemma to the logarithm of a price following geometric Brownian motion. Starting from a stochastic differential equation with drift proportional to the price and volatility proportional to the price, it differentiates the logarithm…

StatistikVolatilitet
Quant Q&A

The discussion distinguishes policy rates, interbank rates, and other borrowing rates, then explains how changes in interest rates can relate to currency values. One answer describes the chain from central bank rates to bank and business borrowing costs,…

ValutahandelRäntebärande värdepapperArbitrage
Quant Q&A

The document asks how to decide whether a portfolio consideration belongs inside an existing objective function or should be optimized as a separate objective. It starts with a conventional formulation that seeks higher expected return while controlling…

PortföljkonstruktionRiskhanteringAktierStatistik
Quant Q&A

The document examines a transaction described in a book about Enron. It says Enron held futures on its own stock whose gains could not be recognized as profit under accounting restrictions, while it had recorded a mark-to-market gain on RhythmsNet shares.…

AktierOptionerRiskhanteringPrissättning av derivat