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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

5,701 documents

Quant Q&A

The exchange examines two claims about basis movements and the value of a receive-fixed, pay-one-month-LIBOR swap. It explains that a widening one-month versus three-month LIBOR basis does not have a single implication: the result depends on which tenor’s…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document clarifies that a yield curve is built from a defined group of instruments sharing relevant characteristics, such as issuer, credit quality, or market segment. Because bonds at the same maturity can trade at different prices, curve construction…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document explains how principal component analysis can help assess whether yield curve movements are well described by a parallel shift. Apply PCA to changes in yields across maturities, then inspect the first component’s loadings: a parallel-shift…

Fixed incomeStatisticsPortfolio construction
Quant Q&A

The document gives a first-order way to attribute a change in an inflation-linked bond’s value to movements in nominal yields and inflation expectations. It expresses the change in real yield as the change in the issuer’s nominal yield minus the change in…

Fixed incomeRisk managementStatistics
Quant Q&A

The question asks how interest rates respond when the money supply falls and the liquidity effect outweighs other effects, assuming the economy adjusts slowly. The response cautions that this setup is underspecified and that the direction of the interest…

Fixed incomeStatistics
Quant Q&A

The document raises a methodological question about estimating risk-neutral default probabilities for US corporate bonds when observed prices include embedded optionality. The author has bond prices and related measures such as yields, option-adjusted…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains why a yield curve has no universally fixed sign, slope, or curvature. It derives forward rates from zero-coupon bond prices, then relates one-year bond holding returns to forward rates, expected changes in yields, duration, convexity,…

Fixed incomeStatisticsVolatilityRisk management
Quant Q&A

The document explains how to convert a nominal annual interest rate of four percent, compounded monthly, into an effective monthly rate. The questioner first compounds the monthly periodic rate through a year to obtain an annual effective rate, then reverses…

Fixed incomeStatistics
Quant Q&A

The document outlines how to calculate the risk-neutral probability that a zero-coupon bond’s future price exceeds a chosen threshold in the Vasicek short-rate model. It first uses the model’s normal conditional distribution for the short rate, then applies…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The answer distinguishes cost-of-carry from roll-down in fixed-income trades. It defines carry as the direct cost or income of holding a position, including financing and coupon cash flows. Roll-down is the mark-to-market change that occurs as a bond moves…

Fixed incomeCarryRisk management
Quant Q&A

The document explains why tick size, tick value, and a contract’s stated notional do not always fit a simple tick-value-to-tick-size formula. For CME Eurodollar futures, a fixed price multiplier converts a price change into position value. The minimum tick…

FuturesFixed incomeMarket microstructure
Quant Q&A

The document asks how to derive the stochastic discount factor, or pricing kernel, associated with a Cox–Ingersoll–Ross short-rate model and a stated bond-pricing equation containing a risk-factor term. The reply reframes the question as one of general…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document considers pricing a path-dependent option linked to a stock index and an interest-rate index. The proposed setup uses a Hull–White short-rate process and a local-volatility stock model, with correlated Brownian shocks. The question is whether…

OptionsFixed incomeEquitiesDerivatives pricing
Quant Q&A

The document asks why Bloomberg’s interpolated US Treasury STRIPS yield at an intermediate maturity does not match a straight-line calculation between the quoted two- and three-year yields. It gives yields from one through five years and reports that the…

Fixed incomeStatisticsUS markets
Quant Q&A

This short fixed-income question concerns calibrating the parameters of a one-factor Gaussian Heath-Jarrow-Morton volatility model to at-the-money cap prices. The proposed calibration uses weighted least squares, with Black vegas as weights, and the…

Fixed incomeVolatilityDerivatives pricing
Quant Q&A

The document derives the time-dependent drift in a Ho-Lee short-rate model, where the short rate follows a diffusion under the risk-neutral measure. The method integrates the short-rate process to obtain the distribution of the accumulated rate, which is…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The note describes a QuantLib modeling issue for SOFR overnight indexed swaps: SOFR fixings follow the US Government Bond market calendar, while the swap’s accrual and payment dates use the Federal Reserve calendar. It asks whether an OIS rate helper can…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The note considers which Treasury maturity to use as an interest-rate input when pricing options. Responses suggest matching the rate tenor to the option’s maturity, while also distinguishing the role of rates in different parts of a derivatives valuation.…

OptionsFixed incomeDerivatives pricing
Quant Q&A

The note explains why a perfectly collateralized derivative is generally valued by discounting its cash flows at the collateral remuneration rate, even when the bank’s funding rate is higher. It presents a pricing expression in which the funding adjustment…

Derivatives pricingFixed incomeRisk management
Quant Q&A

The document examines an attempt to infer risk-free rates from put-call parity using DAX index option settlement prices. The proposed calculation compares put and call prices at two strikes with the same maturity, eliminating the underlying index level and…

OptionsDerivatives pricingFixed incomeMarket microstructure
Quant Q&A

The document addresses whether short-rate models such as Vasicek are inconsistent with Heath–Jarrow–Morton (HJM) forward-rate models regarding risk-neutral measures and market completeness. One answer explains that a short-rate model can be connected to…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains why strict positivity of an optimal consumption vector matters in a proof connecting portfolio prices to state prices. Consumption is constrained to be nonnegative, so a strictly positive choice lies in the interior of the feasible set.…

Fixed incomeDerivatives pricingPortfolio construction
Quant Q&A

The document asks how to infer a sequence of uneven cash flows when the net present value is fixed. It proposes parameters such as the number of periods, discount rate, inflation or indexation, and weights that allocate cash flows across periods. The…

Fixed incomeStatistics
Quant Q&A

The document raises how to assess moneyness for a cancellable interest rate swap. The example is a position paying a fixed contract rate with the right to cancel, and it compares that contract rate with a quoted par coupon rate. The example supplies both…

Fixed incomeOptionsDerivatives pricing