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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
TqSdk
86 documents
Quantpedia
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
Binance API docs
45 documents
Quantopian lectures
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
WonderTrader
14 documents
Alphalens
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 explains how to relate interest rate swap DV01 to the swap’s fixed-leg cash flows and discount factors. For a swap valued as floating leg minus fixed leg, differentiating with respect to the fixed rate gives the fixed-leg annuity: the sum of…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document compares delta-style and Monte Carlo approaches to value at risk for fixed-income portfolios. A linear VaR calculation can use portfolio dollar sensitivities to curve instruments and their covariance matrix. Historical changes in curve-fitting…

Fixed incomeRisk managementStatisticsDerivatives pricing
Quant Q&A

The document asks how to convert annualized three-month Treasury bill discount rates into daily risk-free returns for portfolio simulation. The proposed approach converts an annual rate into a daily compounded rate, then takes its logarithm. The response…

Fixed incomeStatisticsPortfolio construction
Quant Q&A

The document clarifies how to represent a firm’s equity when simulating its asset value under structural credit models. In the Merton model, firm assets follow a geometric Brownian motion and equity is a call option on those assets, with debt represented by…

EquitiesFixed incomeOptionsDerivatives pricing
Quant Q&A

The document asks how to derive forward zero-coupon factors from a six-month Euribor curve, alongside an EONIA discount curve, to price a forward-starting swap. It distinguishes discount factors used for present-value calculations from factors that would…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The discussion compares valuing equity by discounting firm cash flow at WACC and subtracting debt with valuing equity directly from cash flow to equity. It argues that the two expressions need not agree when the equity value used to calculate WACC differs…

EquitiesFixed incomeStatisticsRisk management
Quant Q&A

The document poses a fixed-income spread-trade question: whether a long Treasury bill position hedged with short fed funds futures earns mark-to-market profit equal to the bond’s DV01 times a five-basis-point tightening in the quoted spread. The trade is…

Fixed incomeFuturesCarry
Quant Q&A

The document outlines a proposed calibration of a one-factor Gaussian HJM interest-rate model using forward rates and market prices for at-the-money caps. It builds simple rates and discount factors from the forwards, estimates swap-rate strikes, derives cap…

Fixed incomeDerivatives pricingVolatilityStatistics
Quant Q&A

The note addresses how to combine the yields to maturity of bonds in an equally weighted portfolio. Equal weighting generally means investing equal dollar amounts, so the holdings have equal market values; face values can differ because bond prices differ.…

Fixed incomePortfolio construction
Quant Q&A

The discussion explains how to interpret USD/JPY forward points and the direction of an FX swap. It illustrates the quote convention with a spot rate and a three-month forward below spot, then describes how dealing at the bid or offer determines which…

ForexFixed incomeDerivatives pricingMarket microstructure
Quant Q&A

The document explains how principal component analysis can identify relative-value trades in fixed income. Yield curve movements are often summarized by level, slope, and curvature factors. A butterfly trade can neutralize exposure to the first two factors…

Fixed incomeMean reversionStatisticsBacktesting
Quant Q&A

The document describes practical experience with a normal Libor Market Model as an alternative to a shifted lognormal model. In a higher-rate environment where receiver options were more expensive than comparable payer options, the normal model’s symmetric…

Fixed incomeOptionsVolatilityDerivatives pricing
Quant Q&A

The document compares proposed risk-free rates for discounting options, including government bond yields, overnight index swap rates, and fixed assumed rates. For collateralized trades, the practitioner answer recommends discounting with the rate on the…

OptionsDerivatives pricingFixed incomeForex
Quant Q&A

The note answers how to calculate a Sharpe ratio for a bond by treating it as a return-producing asset, just like a stock. Rather than combining yield to maturity with duration-scaled yield volatility, it recommends constructing a time series of total…

Fixed incomeRisk managementStatistics
Quant Q&A

The document explains how a downward repricing in SOFR futures can relate to short-term dollar swaps and Treasury securities. The response says SOFR futures and swaps carry nearly the same rate exposure, with convexity adjustment creating a small first-order…

Fixed incomeFuturesMarket microstructure
Quant Q&A

The document explains how loans and other instruments can have notionals that change over time. In amortizing structures, scheduled or optional principal repayments reduce the balance on which interest is calculated. It distinguishes fixed amortization…

Fixed incomeRisk management
Quant Q&A

The document considers how to derive a spot yield curve from par coupon rates across bonds with different maturities. It presents a sequential discount-factor calculation: first obtain the one-year discount factor from the one-year par coupon, then use that…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

This explanation distinguishes two meanings of convexity that arise in fixed-income markets. Bond convexity describes the nonlinear relationship between a conventional bond’s price and its yield. For a non-callable bond without other embedded options, the…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document considers a rolling investment, such as a guaranteed investment certificate, whose rate resets to market rates at each renewal. The investor asks how to measure duration after most of the current term has elapsed, given that the investment is…

Fixed incomeRisk management
Quant Q&A

The document considers whether Federal Reserve purchases of Treasuries and mortgage-backed securities helped fuel an S&P 500 rally. Its answer describes sellers as potentially reinvesting proceeds in other assets, holding them at the Fed, or using them for…

EquitiesUS marketsFixed incomePortfolio construction
Quant Q&A

The document introduces bond yield as a rate obtained by solving for the discount rate consistent with a bond’s price, and notes that yields across maturities can be plotted as a yield curve. It also defines DV01 as the bond-price change associated with a…

Fixed incomeRisk managementStatistics
Quant Q&A

The document describes several ways the gamma function can appear in quantitative finance. It extends factorials to noninteger arguments and, for integer inputs, satisfies the factorial identity. A beta integral involving powers of a probability and its…

StatisticsFixed income