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
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
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 explains that a numeraire used for pricing does not always need to be a traded asset. It presents the risk neutral pricing relation under a measure associated with the chosen numeraire, then describes expressing derivative and underlying prices…

Derivatives pricingOptionsFixed income
Quant Q&A

The document considers the impact of replacing established overnight discount rates with new risk-free rates on uncleared swaptions. It asks whether valuation changes should be compensated, distinguishing temporary changes in a swap’s discounted value from…

OptionsDerivatives pricingFixed incomeRisk management
Quant Q&A

The document explores how a forward interest rate follows from the prices of zero-coupon bonds with different maturities. It proposes holding a long position in the longer-maturity bond and a short position in a scaled amount of the shorter-maturity bond,…

Fixed incomeDerivatives pricingArbitrage
Quant Q&A

The document examines why a finite-difference bond convexity calculation can differ substantially from a market quote. Its central explanation is that convexity depends on how yield is expressed: using yield in percentage points versus decimal form changes…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document addresses whether an overnight index swap’s fair rate and PV01 can be calculated without constructing an OvernightIndexedSwap object in QuantLib. The response cautions that reproducing the calculation from a curve alone is complex and would be…

Fixed incomeDerivatives pricingExecutionRisk management
Quant Q&A

The document explains why comparing two delivery months of a bond future generally cannot isolate the underlying bond’s price using a simple carry relationship. Futures pricing depends on the cheapest-to-deliver bond, its conversion factor, the repo rate…

Fixed incomeFuturesDerivatives pricingArbitrage
Quant Q&A

The document presents a two-factor pricing setup in which the stock price follows a diffusion with constant volatility and the short rate follows a mean-reverting process. Assuming the two Brownian drivers are uncorrelated, the response gives a generalized…

Fixed incomeOptionsDerivatives pricingRisk management
Quant Q&A

The question compares a bond valuation and duration calculated under continuous compounding with a modified-duration calculation under semiannual compounding. It asks why the initial price in the second calculation remains the same when the yield is…

Fixed incomeRisk managementStatistics
Quant Q&A

The document lays out a curve-construction problem: derive discount factors for Australian-dollar cashflows collateralised with US-dollar cash. It lists available Australian OIS, bank-bill swaps, basis swaps between bank-bill tenors and OIS, and…

Fixed incomeForexMulti-assetDerivatives pricing
Quant Q&A

The note addresses why Treasury basis traders commonly express a bond-to-futures hedge using conversion factors rather than a DV01 ratio. Its central point is that the two approaches are equivalent when the futures contract’s DV01 is calculated from the…

FuturesFixed incomeRisk managementPosition sizing
Quant Q&A

The discussion explains why a five-year interest rate swap can have a rate sensitivity close to that of a par five-year Treasury. In the example, a 15 basis point rate move changes the Treasury’s value by roughly the present value of a 15 basis point…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

This note asks about buying an off-the-run Treasury bond that is deliverable into a bond futures contract but is not currently the cheapest to deliver, while shorting the futures. The proposed relative-value rationale is that the cash bond may richen against…

Fixed incomeFuturesCarry
Quant Q&A

The document explains why a caplet whose payoff is fixed and paid on the LIBOR fixing date is more involved than one paid at the end of the underlying accrual period. For the latter, the forward rate is modeled as a martingale under the matching maturity…

Fixed incomeOptionsDerivatives pricingVolatility
Quant Q&A

The document presents a proposed closed-form value for a convertible bond under a two-factor setup involving the stock price and a Vasicek-like interest-rate factor. The cited response expresses the value in a Black-style form, using the stock price, a…

Fixed incomeOptionsDerivatives pricingVolatility
Quant Q&A

The document asks how to choose a long-run horizon when modeling euro-area inflation for a pension fund balance sheet. Because the inflation series is treated as non-stationary, the author proposes modeling its differences with a VAR and adjusting their…

StatisticsFixed incomeRisk management
Quant Q&A

The document explores why investors may demand additional yield for holding bonds that are difficult or costly to sell. It distinguishes the value of superior liquidity, which can support a higher bond price and lower yield, from compensation for expected…

Fixed incomeMarket microstructureRisk management
Quant Q&A

The document examines why the relationship between Japanese government-bond yields and equity returns may change sign. The question proposes measuring rolling or dynamic conditional correlation between the Nikkei 225 and ten-year government bonds, then…

EquitiesFixed incomeStatisticsRisk management
Quant Q&A

This discussion describes fitting a SABR volatility surface to options on SOFR futures. The workflow solves for implied Black or Bachelier volatilities at selected out-of-the-money strikes, calibrates SABR with QuantLib, adjusts parameters by hand, then…

FuturesOptionsVolatilityDerivatives pricing
Quant Q&A

The document describes how collateral currency affects discounting when the payment currency differs. For a USD cash flow collateralized in EUR, one approach is to use a USD discount curve adjusted by the cross-currency basis. The answer illustrates this by…

Fixed incomeForexArbitrageDerivatives pricing
Quant Q&A

The document addresses a Bloomberg settings question about valuing interest-rate caps and floors when the model is labeled Black-Scholes-Merton and volatility is set to Normal. The response says those choices are not combined: Bloomberg changes the settings…

OptionsFixed incomeVolatilityDerivatives pricing
Quant Q&A

The document explains two influences on bond performance: changes in interest rates and shifts in credit spreads. When economic conditions improve, riskier high yield bonds may fare better relative to investment grade bonds as their credit spread narrows; in…

Fixed incomeRisk management
Quant Q&A

The document asks what “General IB2 Restriction” means in a description of Basel II credit risk approaches. The response interprets IB as Islamic banking and explains that unrestricted investment deposit holders share some investment risk, which can affect…

Risk managementFixed income
Quant Q&A

The document explains how to read implied volatility quotes for a one-year-into-five-year SOFR swaption under Bachelier and Black conventions. In the normal model, a quoted volatility of 136 corresponds to a one-year standard deviation of about 1.36…

Fixed incomeOptionsVolatilityDerivatives pricing
Quant Q&A

This document raises a question about the relationship between three-month Euribor and the ECB deposit facility rate. It observes that unsecured term borrowing rates had remained below the rate banks could receive on central-bank overnight deposits, and asks…

Fixed incomeStatistics