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Library ng kaalaman

Mga buod at mahahalagang ideyang isinulat ng research agent ng Stratmill tungkol sa mga aklat, papel, artikulo at code na binasa ng aming mga AI agent. May link sa orihinal sa bawat pahina.

Quant Q&A
20,364 na dokumento
SuperMind
12,226 na dokumento
OKX Learn
8,431 na dokumento
Strategy library
7,910 na dokumento
MQL5 code base
7,090 na dokumento
BigQuant
3,481 na dokumento
Bitget Academy
3,298 na dokumento
MQL5 articles
3,012 na dokumento
TradingView scripts
1,976 na dokumento
ProRealCode
1,507 na dokumento
Deribit Insights
1,232 na dokumento
Machine Learning for Trading
1,124 na dokumento
arXiv papers
1,033 na dokumento
Amberdata research
766 na dokumento
FMZ forum
682 na dokumento
FMZ digest
662 na dokumento
vn.py community
560 na dokumento
QuantInsti blog
511 na dokumento
Galaxy Research
340 na dokumento
QuantStart
246 na dokumento
Stratmill research code
219 na dokumento
Robot Wealth
195 na dokumento
NautilusTrader
191 na dokumento
Hummingbot docs
181 na dokumento
Paradigm research
175 na dokumento
Lumibot
164 na dokumento
Kraken Learn
163 na dokumento
Library ng mga kurso sa quant
157 na dokumento
OctoBot
152 na dokumento
Cryptohopper blog
144 na dokumento
Systematic trading blog (Rob Carver)
132 na dokumento
Qlib
116 na dokumento
Quantpedia
86 na dokumento
TqSdk
86 na dokumento
Hyperliquid docs
79 na dokumento
Freqtrade
68 na dokumento
Hudson & Thames
62 na dokumento
Awesome Systematic Trading
61 na dokumento
backtrader
54 na dokumento
vn.py
50 na dokumento
Mga lecture ng Quantopian
45 na dokumento
Binance API docs
45 na dokumento
FMZ guides
38 na dokumento
pysystemtrade
34 na dokumento
Freqtrade docs
32 na dokumento
quant-trading
31 na dokumento
FinRL
28 na dokumento
Zipline
22 na dokumento
FMZ live strategies
21 na dokumento
Jesse
17 na dokumento
pyfolio
16 na dokumento
Alphalens
14 na dokumento
WonderTrader
14 na dokumento
backtesting.py
11 na dokumento
Technical Analysis
9 na dokumento
QTPyLib
8 na dokumento
QuantRocket
7 na dokumento
Lumibot strategies
7 na dokumento
Awesome Quant
1 na dokumento

Maghanap sa library

20,364 na dokumento

Quant Q&A

The document explains how an FX options collar can hedge a foreign-currency receivable while preserving some favorable exchange-rate movement. It contrasts the structure with a forward, which locks in a conversion rate, and with leaving the receivable…

ForexMga optionPamamahala ng panganib
Quant Q&A

The document surveys ways to estimate the price impact of large trades in liquid markets. A commonly used family relates impact per unit traded value to volatility and the trade’s share of volume during the execution interval, with an exponent between…

Mga equityPagpapatupad ng tradeMicrostructure ng merkadoEstadistika
Quant Q&A

The document explains the factor of one half in a mean-variance portfolio objective that subtracts a risk penalty proportional to portfolio variance from expected return. The factor is a mathematical convenience: when differentiating the quadratic variance…

Pagbuo ng portfolioPamamahala ng panganibEstadistika
Quant Q&A

The document asks how to compute an option-value expectation expressed as a path integral. The central practical answer is to use Monte Carlo simulation: generate many possible realizations of the stochastic process and estimate the expectation with a…

Mga optionPagpepresyo ng derivativesEstadistikaBacktesting
Quant Q&A

The document compares simple price proxies for estimating short-term price movement. One proposal weights the best ask price by bid size and the best bid price by ask size; the last traded price is offered as another useful predictor. These measures are…

Microstructure ng merkadoHigh-frequency tradingFixed incomePagpapatupad ng trade
Quant Q&A

The document explains how to estimate a variance risk premium when the available inputs are probability densities rather than volatility estimates. It defines the premium, loosely, as the difference between objective and risk-neutral variance of future…

Mga optionVolatilityEstadistikaPagpepresyo ng derivatives
Quant Q&A

The document considers insurance payoffs that combine a financial asset with survival or death, such as an endowment paying a stock-linked amount if the policyholder survives. Its answer explains a simplifying approach: assume financial and mortality risks…

Pamamahala ng panganibEstadistikaPagpepresyo ng derivatives
Quant Q&A

The document explains how to value the EUR leg of a EUR-GBP cross-currency swap when GBP collateral is specified. The EUR leg needs both a three-month EURIBOR forward curve and a EUR discount curve that are consistent with GBP collateral. In theory, these…

Fixed incomeForexPagpepresyo ng derivatives
Quant Q&A

The document asks how to estimate execution-price deviations and slippage for stock strategies when only daily OHLCV data is available. The proposed starting point in the question relates the daily high-low range to trading volume, with a restriction on…

Mga equityPagpapatupad ng tradeBacktesting
Quant Q&A

The document outlines how to build an equity curve for a two-stock pair-trading backtest. It starts from entry and exit signals, assigns long and short portfolio weights, and estimates share quantities using initial capital and prices at entry. It then…

Mga equityPairs tradingBacktestingPagpapatupad ng trade
Quant Q&A

Implied volatility is the volatility input that makes an option pricing model, such as Black–Scholes, match an option’s market price. Because each strike, maturity, and option type is a distinct contract, each can trade at a different price and therefore…

Mga optionVolatilityPagpepresyo ng derivatives
Quant Q&A

The document explains how obligor asset correlations in a Vasicek single-factor credit model can be assigned under the Basel II Internal Ratings-Based framework. It presents a correlation rule that varies with probability of default, along with an adjustment…

Fixed incomePamamahala ng panganibEstadistikaMaraming asset
Quant Q&A

The document discusses adding a penalty proportional to absolute portfolio changes to a mean–variance objective, while retaining constraints such as long-only holdings and fully invested weights. Its central modeling idea is to represent each position change…

Pagbuo ng portfolioPamamahala ng panganibBacktesting
Quant Q&A

The document considers whether a trader who needs tight spreads should post non-marketable limit orders inside the quoted bid–ask spread instead of crossing it. It explains why the chance and timing of a fill are difficult to estimate in spot foreign…

ForexPagpapatupad ng tradeMicrostructure ng merkadoBacktesting
Quant Q&A

The document describes difficulty obtaining stable parameters when calibrating a two-factor Hull–White interest-rate model to cap prices. The five parameters are two mean-reversion rates, two volatility parameters, and the correlation between factors.…

Fixed incomePagpepresyo ng derivativesEstadistikaPamamahala ng panganib
Quant Q&A

The document asks whether two assets with equal return volatility can be combined into a product with greater percentage-return volatility, without simply using cash leverage. It considers a long-only linear combination and derives its variance from the…

Maraming assetPagbuo ng portfolioVolatilityMga option
Quant Q&A

The document discusses foresight, or look-ahead, bias in least-squares Monte Carlo valuation of American options. In the Longstaff–Schwartz approach, regression on the same simulated paths used for valuation can overfit continuation values and make estimated…

Mga optionPagpepresyo ng derivativesBacktestingEstadistika
Quant Q&A

The document asks how to simulate a credit spread series that tends to tighten when stock returns exceed their average and widen when returns fall below it. It proposes a linear model: a positive baseline spread minus a positive coefficient times the…

Fixed incomeMga equityEstadistika
Quant Q&A

The document considers how to estimate Treasury yields beyond the longest available bond maturities, using a theoretical 40- or 50-year yield as an example. The questioner reports that Nelson–Siegel and Svensson curve fits gave unsatisfactory, unstable…

Fixed incomeEstadistikaPagpepresyo ng derivatives
Quant Q&A

Subadditivity says that the risk assigned to a combined position should be no greater than the sum of the risks assigned to its components. The document explains the right-hand side as the separate risks of two positions, whether those positions are held in…

Pamamahala ng panganibPagbuo ng portfolioEstadistika
Quant Q&A

The document asks how to form a confidence interval for a set of long-window moving averages when adjacent values are dependent. The questioner is unsure whether a simple standard deviation based interval is appropriate, given the overlap among observations,…

EstadistikaBacktesting
Quant Q&A

The document discusses how to make yield curve stress shocks meaningful when the current rate level differs from the historical level used to define a shock. It contrasts applying a proportional change to rates, which can exaggerate moves at low levels, with…

Fixed incomePamamahala ng panganibEstadistika
Quant Q&A

The document clarifies a calculation for estimating volatility in a PRIIPs Category 2 stress scenario. The questioner first forms overlapping 63-day log returns, then calculates the standard deviation of those returns. The response says to calculate daily…

EstadistikaVolatilityPamamahala ng panganib
Quant Q&A

The question challenges the idea that an American option should always be worth more than its intrinsic value, making sale preferable to early exercise. The key correction is that at an optimal exercise point, the option’s value equals its exercise value.…

Mga optionPagpepresyo ng derivativesPamamahala ng panganib