Skip to content

Knowledge library

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.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
Quantpedia
86 documents
TqSdk
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Quantopian lectures
45 documents
Binance API docs
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
Alphalens
14 documents
WonderTrader
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

9,797 documents

Quant Q&A

The note explains the notation used for CME 10-year Treasury note option strikes. A quoted strike of 1300 represents 130.0 in futures-price terms, while 1305 represents 130.5; the decimal is implicit. It also states that the minimum strike increment is 0.5.…

Fixed incomeFuturesOptions
Quant Q&A

The document considers whether principal component analysis of US Treasury rates should use cash yields or Treasury futures. It recommends constant-maturity par yields, which keep the maturity of each series stable as bonds and futures delivery baskets…

Fixed incomeFuturesStatisticsUS markets
Quant Q&A

The document presents a binomial pricing exercise for an American call option whose underlying is a futures contract. The stock tree is calibrated to a Black–Scholes geometric Brownian motion setup, while the option expires before the futures contract…

OptionsFuturesDerivatives pricingStatistics
Quant Q&A

The document compares the cost of obtaining leveraged exposure through a leveraged ETF with borrowing to buy a standard ETF. It raises financing rates and fund expenses as relevant costs, then highlights a distinct issue: daily leveraged products can lose…

EquitiesVolatilityRisk managementFutures
Quant Q&A

The document explains how to value an existing forward before maturity and how that value relates to a transfer between counterparties. Under zero dividends and a constant interest rate, it derives the forward’s value as the spot price less the discounted…

Derivatives pricingFutures
Quant Q&A

This note explains why conversion factors affect hedge ratios during the trading life of a deliverable Treasury futures contract but do not change the physical delivery quantity. Because the futures price does not move one-for-one with a particular bond, the…

FuturesFixed incomeRisk managementPosition sizing
Quant Q&A

The document explains how to estimate an index-futures hedge for a portfolio of stocks under the Capital Asset Pricing Model. For each holding, multiply its market value by its beta to the chosen index, then add those amounts. The resulting exposure…

EquitiesFuturesRisk managementPortfolio construction
Quant Q&A

The document addresses whether CME options on one-month SOFR futures continue trading during the month when the underlying SOFR rate is measured. This matters for implied volatility modeling: if trading overlaps the averaging period, remaining uncertainty…

OptionsFuturesFixed incomeVolatility
Quant Q&A

The note identifies CME 30-day Federal Funds futures as a market instrument for interpreting expectations about Federal Reserve rate decisions. It responds to a question about a reported shift in expected hike timing after China devalued the yuan, pointing…

FuturesFixed incomeUS markets
Quant Q&A

The note explains the convexity adjustment between forward rate agreements and interest-rate futures. It rejects the common explanation that daily futures margining alone creates the difference: collateralized FRA cash flows have a comparable reinvestment…

Fixed incomeFuturesDerivatives pricingVolatility
Quant Q&A

The document asks whether a forward price under the risk-neutral measure follows the same drift as a spot price, and examines pricing a payoff tied to a forward maturing after the payoff date. It sets out a geometric Brownian motion model for spot and…

Derivatives pricingFuturesStatistics
Quant Q&A

The document discusses hedging exposure to oil prices with forward contracts and asks whether one contract per asset is automatically the right hedge. The responses emphasize that the appropriate ratio depends on the objective and on how well the forward…

CommoditiesFuturesRisk managementPosition sizing
Quant Q&A

The document asks how to obtain a conditional variance-covariance matrix from an estimated MGARCH-BEKK model fitted to spot and futures price series. It presents a two-asset BEKK-style recursion built from a constant matrix, lagged return residuals, and the…

FuturesCommoditiesStatisticsRisk management
Quant Q&A

The document explains why a bond futures contract may permit delivery of several eligible bonds instead of naming one specific issue. If a particular bond becomes scarce or unusually expensive relative to comparable bonds, restricting delivery to that issue…

FuturesFixed incomeMarket microstructureRisk management
Quant Q&A

The document asks whether probabilities inferred from derivatives on non-traded variables, such as weather outcomes or central bank rate decisions, represent risk-neutral or real-world beliefs. The responses distinguish pricing measures from objective…

Derivatives pricingFuturesStatistics
Quant Q&A

The document asks why a one-year Bitcoin futures contract can trade at a premium whose annualized rate exceeds a comparable government bond yield, despite standard cost-of-carry relationships. It considers whether demand for leveraged exposure may help…

CryptoFuturesCarryMomentum
Quant Q&A

The document addresses pricing European options on the ASX 200 index when dividends paid by constituent companies affect the index level. It reports that using a continuous dividend yield in Black–Scholes–Merton produced a price consistent with the observed…

OptionsFuturesDerivatives pricingEquities
Quant Q&A

The document explains how to interpret a forward-price stochastic differential equation containing both Brownian motion and Poisson jumps. It treats the counting-process increment as zero between event times and one at a jump, which lets the exponential jump…

FuturesDerivatives pricingStatistics
Quant Q&A

The post questions why Micro E-mini S&P 500 futures expiring in June 2021 were quoted below the March 2021 contract, despite the author’s expectation that later expiries should cost more to avoid arbitrage. It notes that the S&P 500 is a total return index…

FuturesDerivatives pricingUS markets
Quant Q&A

The document compares a dividend swap with a dividend future when both provide exposure to dividends through a stated strike or entry price. In the example, a long position entered at 100 gains when the dividend outcome or futures price rises to 102, but the…

Derivatives pricingFuturesEquities
Quant Q&A

The document uses a delta-hedged option approximation to estimate the underlying price move needed to offset one day of time decay. Setting the approximate gamma gain equal to theta decay gives a break-even move proportional to the square root of twice the…

OptionsFuturesCommoditiesVolatility
Quant Q&A

The document contrasts the end-of-month delivery option in Treasury futures with the switch option before and after futures trading ends. Before expiry, the futures price remains variable and is driven mainly by the converted price of the cheapest-to-deliver…

FuturesFixed incomeOptions
Quant Q&A

The document raises a question about why Treasury bond futures conversion factors move in opposite directions across delivery months for bonds with coupons above or below the contract’s 6% standard. It challenges the idea that the factor’s direction should…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The document discusses how to assess liquidity in commodity futures, noting that stock-market measures such as volume and the Amivest ratio may not transfer directly to every contract. Suggested indicators include trading volume, bid–ask spreads, order-book…

CommoditiesFuturesMarket microstructure