Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.
12,303 documents
The note explains why a barrier option’s vega hedge may be relatively stable under simplifying assumptions. With a symmetric volatility smile and no jumps, a simple knock-out or knock-in option can have a static hedge, potentially needing only one…
The document asks where to find vanilla call pricing formulas for affine stochastic volatility jump-diffusion models, including SVJ and SVJJ, and gives Heston’s characteristic-function approach as a comparison. It points readers to three academic sources…
The document explains why options on E-mini S&P 500 futures may show different implied volatility from options on the SPY ETF, despite both being linked to the S&P 500. The underlyings and contracts are not identical: they have different trading hours,…
The document examines why traders use Black–Scholes implied volatility even though the model’s assumptions do not describe markets perfectly. The responses distinguish implied volatility from a pure forecast of realized volatility: it is a market-derived…
The document presents Dupire's local volatility formula in two forms: one using derivatives of vanilla call prices and another using the total implied variance surface. In the latter, log-forward moneyness is expressed as the logarithm of strike relative to…
The document describes a forecasting workflow for Brent crude oil: transform prices into log returns, check stationarity, fit an ARMA-GARCH model, and obtain forecasts of conditional means and variances. The author reports that the forecasted conditional…
The document considers whether interest rate term-structure models can help produce hump-shaped implied volatility across option maturities. It observes a mathematical analogy: an interest rate curve can be expressed using expected future rates, while a…
The document explains why practitioners fit parameterized volatility surfaces, such as SVI, to sparse option-market observations. A market supplies implied volatilities at a finite set of strikes and expiries, rather than a continuous surface. Many…
The document explains how to turn Black–Scholes implied volatility into a range for a future stock price while accounting for the lognormal distribution implied by geometric Brownian motion. It distinguishes the physical measure, which uses the stock’s…
The document asks whether an SVI volatility surface should be calibrated to option prices or to implied volatility or total variance. The answer emphasizes that option prices are the market observations from which implied volatilities are derived, and that…
The document briefly discusses historical volatility estimation using close-to-close returns and price ranges. It identifies standard deviation of historical returns as a basic close-price approach and mentions range-based estimators that use high and low…
The document examines whether options open interest near a strike can accelerate moves in the underlying as dealers adjust their delta hedges. Dynamic hedging of written options can require buying after a price rise and selling after a decline, potentially…
The document considers replacing a stock pair trade based on cointegration with long at-the-money options: calls on the underperforming stock and puts on the outperforming stock, sized using the cointegration hedge ratio. The response highlights three key…
This document asks how to choose a practical model for smoothing and interpolating implied volatility skews and surfaces. The intended application is short-dated European index options, with a goal of obtaining more usable implied volatilities through…
The document explains how a GARCH model represents returns and their time-varying conditional variance, addressing confusion about whether to fit the model to returns or squared returns. In the stated setup, returns equal a conditional mean plus a…
The document derives expected profit and loss at an intermediate time for a continuously delta-hedged option in a Black–Scholes setting. It separates the option’s mark-to-market value from the cumulative expected gain or loss generated by delta hedging. The…
The document presents a question about replicating an FX volatility-smile construction method, focusing on how to interpret a delta-related quantity defined using call and put deltas at the strike associated with a specified put delta. The questioner is…
The document explains how to estimate portfolio volatility while accounting for leverage across assets. Its example combines each asset’s return with its portfolio weighting and account value to calculate the portfolio’s change in dollars, then expresses…
The document considers whether there is a systematic way to choose among GARCH-family volatility models. The responses offer a practical modeling principle: match the model’s features to observed behavior in the market rather than selecting variants by trial…
The document asks when VIX futures and options expire relative to settlement and describes the settlement calculation. The cited answer says both contracts use a final settlement value based on a Special Opening Quotation of the VIX Index. That quotation is…
The document explains why an FRA whose floating rate is paid after its accrual end date needs a convexity adjustment. When payment occurs at the rate’s end date, the forward rate is a martingale under the matching forward measure, so its curve-implied value…
The discussion derives call delta by differentiating the Black–Scholes price, giving delta as the standard normal cumulative distribution evaluated at d1. For a spot at-the-money call, this expression generally does not equal one half before expiry; it…
The document derives conditional transition distributions for two diffusion processes: Brownian motion with constant drift and an Ornstein–Uhlenbeck process that reverts toward a long-run level. For the first process, independent Brownian increments make the…
The note offers two intuitive explanations for the common inverse co-movement between equity index levels and implied volatility. One focuses on the character of market moves: index declines may be faster than comparable rises, leading participants to expect…