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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

5,701 documents

Quant Q&A

The document concerns estimating asset value and asset volatility in the Merton structural credit model by solving a nonlinear system with Newton–Raphson. The system relates equity value to a Black–Scholes-style call expression and relates equity volatility…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document distinguishes overnight index swap rates from term Libor rates. OIS rates reflect market pricing of compounded overnight funding over a horizon and can inform expectations about future overnight rates, but they do not by themselves reveal the…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains how a swap’s floating-leg value can be written using forward Libor rates rather than future realized fixings. Its method starts with the risk-neutral present value of a payment, changes to the forward measure associated with a…

Fixed incomeDerivatives pricing
Quant Q&A

The document asks how to measure the time for a Vasicek short rate to move halfway toward its long-run mean. It separates the deterministic mean-reverting part of the stochastic differential equation from its random component and relates the decay of a…

Fixed incomeMean reversionStatistics
Quant Q&A

USD LIBOR refers to the rate at which banks active in the London money market estimated they could borrow unsecured funds in US dollars. Its relevance to dollar instruments comes from the international market for dollar funding: banks can borrow or lend…

Fixed incomeDerivatives pricingUS markets
Quant Q&A

Convertible bond duration is difficult to reduce to a vanilla bond formula because rates affect the bond component and can also influence the value and exercise or redemption behavior of the embedded equity option. The most direct method described is to…

Fixed incomeOptionsDerivatives pricingRisk management
Quant Q&A

The note examines an identity equating ratios of forward rates observed at different dates. It rewrites each ratio using zero-coupon bond prices and the time intervals, then applies the no-arbitrage relationship between bond prices across successive periods:…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains how to translate sensitivities computed in a calibrated interest-rate model into risks with respect to observable market quotes. It considers instruments such as swaptions priced using a short-rate model and Monte Carlo simulation,…

Fixed incomeDerivatives pricingRisk managementStatistics
Quant Q&A

The document asks how very short maturities, such as overnight or one month, are represented on a curve built from swaps whose floating leg resets every three months. The responses emphasize that a one-month par swap referencing a three-month index is not…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document raises a curve-construction question involving two cashflows at different times: an earlier zero-coupon payment with a stated spot rate and a later coupon with an unknown rate. It asks whether the earlier rate can be used to infer the later…

Fixed incomeStatistics
Quant Q&A

A contingent claim is a payoff defined at a specified future time. In the example, a zero-coupon bond promises to pay one unit at time two, so its payoff variable at that horizon is represented by X = 1. The payment is the claim’s value at maturity, rather…

Fixed incomeDerivatives pricing
Quant Q&A

The document considers whether exchange-listed rate futures can support an approximate US dollar yield curve when over-the-counter swaps and cash Treasury prices are unavailable. The instruments discussed include Eurodollar futures, Federal Funds futures,…

Fixed incomeFuturesUS marketsStatistics
Quant Q&A

The document explains bond convexity as the second-order response of price to a change in yield. Starting from a fixed-coupon bond priced as discounted cash flows, it bumps discount rates and expands price around the original yield. The resulting…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document considers how to separate the effect of a policy-rate cut from the effect of a quantitative-easing announcement on long-term yields. The case is a Polish central bank announcement that combined the two actions, making an event-study estimate of…

Fixed incomeEvent-drivenStatistics
Quant Q&A

The document explains how to combine a base yield curve with a term structure of credit spreads in QuantLib. It notes that the library’s constant-spread curve is a useful model, but a curve built from two separate term structures requires a custom class…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document describes a beginner's attempt to price a callable fixed-rate bond in QuantLib using a Hull–White model. The question is whether a flat yield term structure set to the bond's market yield is an appropriate input, or whether a more detailed curve…

Fixed incomeDerivatives pricingOptionsStatistics
Quant Q&A

The document asks whether payment delays in overnight-rate OIS coupons require convexity adjustments when bootstrapping a single-curve SOFR discount curve. It describes a practitioner comparison of Bloomberg curve construction with published OIS formulas:…

Fixed incomeDerivatives pricingFuturesUS markets
Quant Q&A

The document explains two ways to describe credit spread exposure. CS01 estimates the first-order profit and loss from a one-basis-point spread move, making it convenient to translate a specified absolute spread change into an approximate P&L impact. The…

Fixed incomeRisk managementDerivatives pricingVolatility
Quant Q&A

The document considers whether a market index in euros is appropriate for a market-model event study of corporate credit default swap spreads quoted in US dollars. Its answer suggests that published dollar and euro spreads are often identical or close for…

Fixed incomeEvent-drivenStatistics
Quant Q&A

The document distinguishes two meanings of liquidity risk. One concerns whether assets can be sold or repoed quickly enough to meet cash obligations. The other is the price impact or discount that may arise when an investor must sell an illiquid bond, which…

Fixed incomeRisk managementPortfolio construction
Quant Q&A

The document considers whether cointegration between sovereign credit default swap spreads can guide a pairs trade, and how to interpret hedge weights derived from spread levels versus log spreads. Its main response warns that CDS positions do not behave…

Fixed incomeDerivatives pricingPairs tradingRisk management
Quant Q&A

The document explains how to calculate net interest income (NII) and net interest margin (NIM) from bank financial statements. NII is interest income minus interest expense, representing the income earned on assets after their funding costs. The example…

Fixed incomeStatistics
Quant Q&A

The document outlines a bond-curve estimation procedure based on the Nelson–Siegel–Svensson model. Given bond cash flows and prices, the procedure calculates spot rates and discount factors, prices the bonds from those discount factors, and derives…

Fixed incomeStatisticsBacktesting
Quant Q&A

The document explains a basic approach to calibrating the SABR model to market option volatilities. SABR models the forward rate and its volatility as correlated stochastic processes. The answer uses the model’s approximate implied volatility formula and…

Fixed incomeOptionsDerivatives pricingVolatility