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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
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 PV01 and DV01 both describe value changes associated with a one basis point interest-rate move, but usage depends on the instrument and calculation. One response frames DV01 as the yield sensitivity of an individual bond, while…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document examines how pull to par affects a bond's spot price and forward price when yields remain unchanged. The question relates the spot price, accrued interest, and financing to a fixed-date forward price, then asks how a long cheapest-to-deliver…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document asks how asset managers track fixed income indexes whose holdings may number in the hundreds. It identifies characteristics that can guide a representative sample, including duration, credit quality, coupon, maturity, country, and bond type. It…

Fixed incomePortfolio constructionExecution
Quant Q&A

The note explains how to read a quoted sovereign five-year credit default swap spread and how it relates, in broad terms, to perceived credit risk. It interprets a quote of 42.520 as basis points and says that a lower spread generally signals a lower premium…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains why investing cash through reverse repo cannot replace repo financing for a long bond, short futures position. In reverse repo, the investor lends cash and temporarily receives a bond as collateral; the bond is due back to the…

Fixed incomeFuturesArbitrage
Quant Q&A

The document explains an instantaneous forward rate as the limiting forward rate over an interval whose length approaches zero. Starting from the no-arbitrage relationship between two zero-coupon bond prices and a simply compounded forward rate, it derives…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document discusses a proposed characterization of weak stationarity for a continuous-time autoregressive process driven by Brownian noise. The stated conditions require the matrix governing the dynamics to have eigenvalues with negative real parts, and…

StatisticsFixed income
Quant Q&A

The question examines whether the ratio of two zero-coupon bond prices, with one price evaluated at a later date, equals the price of a bond maturing on that date when interest rates are stochastic. It challenges an argument that treats a later-date amount…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document distinguishes a caplet written on a forward Libor rate from one whose payoff uses the spot Libor rate observed at the option’s reset date. The forward-rate caplet can be expressed under the relevant forward measure as an option on a martingale…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document considers simulating defaults in a pool of mortgage loans whose principal declines through scheduled payments and nonrandom prepayments. The author proposes modeling the conditional default rate with a nonnegative, mean-reverting square-root…

Fixed incomeStatisticsRisk management
Quant Q&A

The example explains why a QuantLib price for a fixed-rate bond can differ from a hand calculation. It first checks the generated cash flows and finds that the semiannual coupon schedule is as intended. The initial zero curve, however, interpolates from a…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The discussion considers an open term loan that pays monthly interest and returns principal when closed. Because either the lender or borrower can end the loan, its remaining cash flows depend on interest rates and on each party’s decision to call or repay.…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The discussion compares ways to set floating cash flows for interest rate swaps after LIBOR, whose fixing was known at the start of an accrual period. It distinguishes forward-looking term rates from backward-looking overnight risk-free rates compounded over…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document describes two ways to translate a government bond futures position into cash-bond exposure. A simple approach identifies the current cheapest-to-deliver bond and scales its value and risks by the inverse of that bond’s conversion factor. This…

FuturesFixed incomeRisk managementPortfolio construction
Quant Q&A

The note distinguishes the Federal Funds rate from the Overnight Index Swap rate when analyzing USD interest rate swaps. The Federal Funds rate is an overnight rate, while an OIS rate represents the fixed leg of a swap against compounded daily Federal Funds…

Fixed incomeUS markets
Quant Q&A

The document addresses how to calculate average monthly percent excess returns for portfolios formed while replicating the Fama–French five-factor model. Its suggested workflow is to obtain historical portfolio prices or returns and a Treasury bill rate or…

Factor investingPortfolio constructionFixed income
Quant Q&A

The document examines why a convertible bond model might show a higher fair value when the issuer’s CDS spread rises, even though wider spreads imply greater default risk. One explanation uses a delta hedged position: a convertible bond paired with a short…

Fixed incomeOptionsDerivatives pricingRisk management
Quant Q&A

The document gives Bloomberg-based routes for locating swap rates and historical swap data, with GBP as its example. It recommends using the Curve Finder to filter for GBP, entering a tenor-specific swap query such as a five-year GBP swap and following the…

Fixed incomeBacktestingUS markets
Quant Q&A

The document asks why some Treasury bills can yield less than the Federal Reserve’s overnight reverse repo rate, despite the apparent safety of placing cash directly with the Fed. Its explanation is market segmentation: investors differ in which markets and…

Fixed incomeMarket microstructureUS markets
Quant Q&A

The document explains how to estimate tenor-specific DV01, or key-rate risk, for a swap in QuantLib. Instead of shifting the entire yield curve to obtain aggregate sensitivity, it reprices the swap after increasing each market par-rate quote individually,…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

A Treasury–OIS spread compares a Treasury bond yield with the fixed rate on an overnight index swap of a similar tenor. The explanation treats OIS as a proxy for repo funding costs, so the spread can help assess whether Treasuries look rich or cheap relative…

Fixed incomeFuturesUS markets
Quant Q&A

The document addresses a common CAPM input question: whether the S&P 500 or a Treasury yield should serve as the risk-free rate. Its answer distinguishes the market portfolio, often represented by a broad equity index, from the risk-free asset used in the…

EquitiesFixed incomeRisk managementStatistics
Quant Q&A

The document asks how to derive the two risk-free rates used in VIX calculations from a table of Treasury yields when the near-term and next-term SPX option series expire on different days. It describes linear interpolation between the 30-day and 60-day…

VolatilityOptionsFixed incomeDerivatives pricing
Quant Q&A

The document asks how default affects the nondefaulting party in a plain interest rate swap. Party A pays floating and receives fixed from B; if A defaults, the question is why B’s position appears to benefit when rates rise but not when rates fall. It…

Fixed incomeDerivatives pricingRisk management