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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

20,364 documents

Quant Q&A

The document considers whether a Euro Stoxx futures contract and matching European call and put options offer an arbitrage when only one of each contract may be traded. It introduces put-call parity and rearranges it to compare the call-minus-put price with…

FuturesOptionsArbitrageDerivatives pricing
Quant Q&A

The document asks whether a closed-form barrier-option model for a dividend-paying stock can be adapted to FX and commodity futures. Under Black–Scholes assumptions, it describes forward dynamics with zero drift, so the spot-model input can be repurposed by…

CommoditiesOptionsDerivatives pricing
Quant Q&A

The document presents a mathematical way to screen stock pairs before computing every pairwise correlation. For three variables, their correlation matrix must be positive semidefinite, meaning its eigenvalues cannot be negative. That constraint links the…

EquitiesStatisticsPortfolio construction
Quant Q&A

The document explains why a QuantLib Gaussian one-factor swaption engine rejects a Vasicek model: the engine expects a model derived from Gaussian1dModel, while Vasicek does not meet that interface. The accepted answer shows using a GSR model instead,…

Fixed incomeDerivatives pricingOptions
Quant Q&A

The document poses a portfolio-replication problem for a derivative whose terminal payoff is the time average of an underlying asset's price over the contract period, less a fixed strike. It assumes continuously sampled prices and a zero interest rate, then…

Derivatives pricingOptionsPortfolio constructionStatistics
Quant Q&A

A total return swap is an over-the-counter contract, so whether it can be terminated early depends on the negotiated termsheet. Some agreements provide break rights and others lock the parties in until maturity. The responses describe dealer-to-dealer trades…

EquitiesFuturesDerivatives pricingRisk management
Quant Q&A

The document explains that the VIX Flip indicator can be approximated with Williams VIX Fix, a synthetic volatility measure calculated from the highest close over a recent window and the current period's low. The reported formula expresses the gap between…

Technical indicatorsVolatilitySentimentBacktesting
Quant Q&A

The document asks whether EGARCH volatility forecasts are biased and seeks a published academic source supporting that claim. It identifies a preprint on bias correction for EGARCH estimators and a published study of finite-sample properties of EGARCH…

VolatilityStatisticsBacktesting
Quant Q&A

The document formulates the value of a portfolio that keeps equal weights in a set of stocks through continuous trading. For two stocks, it represents portfolio value as a function of their share prices and proposes partial-derivative conditions: each price…

EquitiesPortfolio constructionStatistics
Quant Q&A

The document demonstrates a fundamental valuation calculation for a pharmaceutical company using expected net income, book equity, a cost of equity, and long-run growth. It first subtracts interest expense from EBIT and applies the corporate tax rate to…

EquitiesFactor investingPortfolio construction
Quant Q&A

The document compares possible exchange responses when a market order reaches an order book with too little or no opposing liquidity. It distinguishes whether an unfilled remainder stays active, is canceled, or is handled through another venue-specific rule,…

ExecutionMarket microstructure
Quant Q&A

The document describes an attempt to check the optimal consumption and investment policy in Merton’s portfolio problem by simulating wealth paths and comparing average terminal utility with an analytical value function. It gives a discretized wealth update,…

Portfolio constructionBacktestingStatisticsRisk management
Quant Q&A

The document asks for current interest-rate modeling references that address the cessation of IBOR benchmarks, noting that established texts may predate the transition. The answer does not recommend a textbook; instead, it points to the generalized Forward…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document examines how the S&P CoreLogic Case-Shiller Home Price Index is constructed and why its official repeat-sales methodology may differ from simplified tutorials. The discussion distinguishes the Bailey–Muth–Nourse approach, which models log price…

StatisticsEquitiesUS markets
Quant Q&A

The document presents standard matrix formulas for the global minimum variance and tangency portfolios, including their expected returns, volatilities, and weights. The question concerns a portfolio built from daily Dow Jones stock returns: its tangency…

EquitiesPortfolio constructionStatisticsRisk management
Quant Q&A

The document sets up two Black–Scholes call-pricing equations for options on the same stock with different strikes and a shared maturity. It uses the observed option prices to form a nonlinear system in the continuously compounded interest rate and…

OptionsDerivatives pricingStatistics
Quant Q&A

The document offers a basic way to find newer research on CAPM, the Fama–French three-factor model, and related asset-pricing topics. It recommends using a seminal paper on the cross-section of expected stock returns as a starting point, then reviewing…

EquitiesFactor investingStatistics
Quant Q&A

The document presents a framework for funding valuation adjustment when derivative value and received collateral differ. In a modified Black–Scholes setting, collateral can be rehypothecated and earns a collateral rate, while unsecured funding costs more.…

Derivatives pricingFixed incomeRisk managementStatistics
Quant Q&A

The document raises a question about how to express a zero-coupon bond’s price at a future time when only earlier information is available. It gives the affine Vasicek pricing form, in which the bond price at a given time depends on the short rate at that…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how to interpret Eurodollar futures prices as implied forward rates and use them to build a sequence of zero-coupon rates and discount factors. Its central step is to convert each quoted futures price into a rate by subtracting the…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The document asks how to classify a strategy that goes long in the cheaper of two markets and short in the more expensive one after their prices diverge beyond a threshold. The assets are described as fungible, but the strategy does not move them between…

ArbitragePairs tradingMarket microstructureExecution
Quant Q&A

The document raises a derivatives-pricing question about VXTY futures, whose contract specification references options on ten-year Treasury futures. The author distinguishes option selling, which involves receiving an option premium, from entering a futures…

FuturesOptionsFixed incomeDerivatives pricing
Quant Q&A

The document explains the zero-intercept implication in a factor asset-pricing model. It presents the Fama-French regression, where an asset’s excess return is decomposed into exposures to market, size, and value factors, an intercept, and a residual. The…

Factor investingEquitiesStatistics
Quant Q&A

The document examines why adding a gross-exposure constraint to a return-maximizing, risk-constrained portfolio can produce weights concentrated in a few assets. It describes a mean-variance setup that maximizes expected return subject to a covariance-based…

Portfolio constructionRisk managementStatisticsPosition sizing