跳至內容

知識圖書館

這裡收錄 Stratmill 研究代理對 AI 代理閱讀過的書籍、論文、文章與程式碼所寫的摘要與核心觀點。每個頁面都連結至原始資料。

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

搜尋圖書館

20,364 份文件

Quant Q&A

The document asks why an American put’s value approaches zero near expiration in a specified region above its optimal exercise boundary, even though its terminal payoff is the positive part of strike minus stock price. It introduces time remaining to…

選擇權衍生品定價
Quant Q&A

The document raises a diagnostic question about Jarque–Bera test values reported alongside lag-one autocorrelation, a Ljung–Box statistic, skewness, and kurtosis. The author observes that the Jarque–Bera statistic rises sharply when kurtosis is high and asks…

統計風險管理
Quant Q&A

The document asks whether a risky asset modeled as an exponential of a Lévy process is well defined and has finite first and second moments. Its Lévy measure combines negative jumps at integer sizes, weighted by a geometric sequence, with positive jumps…

統計衍生品定價風險管理
Quant Q&A

The document surveys ways to identify candidate pairs for a pairs-trading strategy. It describes a statistical route—searching across instruments for correlated price movements—and names cointegration as a commonly discussed selection approach. It also…

配對交易股票統計均值回歸
Quant Q&A

The document examines whether the covariance matrix supplied to R’s quadratic programming solver should be doubled when constructing a mean-variance efficient frontier. The question arises because the solver’s objective includes a one-half factor on its…

股票投資組合建構風險管理統計
Quant Q&A

The document explains why the drift of log returns under geometric Brownian motion is lower than the drift of percentage returns. Starting from the stochastic price process, it uses a small-change approximation for the logarithm of one plus a return. The…

統計波動率
Quant Q&A

The document asks how to express a callable bond’s payoff and relate its value to a straight bond and an embedded call option. It presents a proposed payoff formula for a bond callable at a specified date and strike, but does not validate the formula; the…

固定收益選擇權衍生品定價
Quant Q&A

The document raises a diagnostic question about a pair-trading setup: after using linear regression to estimate a hedge ratio, the residuals appear stationary but visually resemble the price series of the dependent asset. It asks what this appearance means…

配對交易統計均值回歸
Quant Q&A

The document surveys ways sine, cosine, and related functions appear in financial calculations. Fourier methods use trigonometric components in applications such as option valuation, value-at-risk, and time-series analysis. Trigonometric functions can also…

選擇權統計衍生品定價
Quant Q&A

The document explains why Black–Scholes implied volatility can vary with an option’s strike, forming a smile or skew. It begins from the model’s assumptions of constant volatility and continuous price paths, then frames implied volatility as the…

選擇權波動率衍生品定價
Quant Q&A

The document asks whether a trader with limited capital can design a futures strategy that profits regardless of every possible sequence of price moves. Its answers connect the question to arbitrage and the assumption of no arbitrage in market models, and…

期貨套利風險管理統計
Quant Q&A

The document discusses a QuantLib bootstrapping error caused by combining Japanese yen overnight indexed swap market data from two trade dates in one curve. Instruments from different dates can share maturity pillars, triggering a duplicate-pillar error, but…

固定收益統計
Quant Q&A

The document explains the stochastic-calculus shorthand that the square of a Brownian motion increment behaves like a time increment. It identifies this rule as a lemma associated with Itô calculus, rather than an arbitrary definition, and connects it to…

統計衍生品定價
Quant Q&A

The document addresses how to calculate expected shortfall when portfolio outcomes have a discrete distribution. It clarifies that the quantile-integral definition remains valid for discrete and continuous outcomes because integration is over the probability…

風險管理統計
Quant Q&A

The document explains the credit triangle linking a credit spread, loss given default, default intensity, and survival probability. Under constant intensity and recovery assumptions, the spread divided by loss given default gives the default intensity, and…

固定收益統計風險管理
Quant Q&A

The document explains cash-settled futures convergence through arbitrage and the contract’s settlement mechanism. In a frictionless example, an investor buys the underlying while shorting a futures contract priced above it. At expiry, the futures cash…

期貨套利大宗商品市場微結構
Quant Q&A

The document explains how two expressions for the conditional short-rate distribution in the Hull–White model are related. Starting from the model’s stochastic differential equation, it gives the conditional mean and variance when the drift parameter is…

固定收益衍生品定價統計
Quant Q&A

The document asks whether a currency-conversion identity used in pricing an option with a currency exchange feature holds generally. It describes two valuation routes for a payoff denominated in one currency: convert the payoff at maturity and discount in…

選擇權衍生品定價外匯
Quant Q&A

The discussion questions whether CAPM’s risk-return relationship is supported by comparing the high-beta SPHB ETF with SPY over a stated period. The figures show SPHB had higher annualized volatility but lower reported annual average and cumulative returns.…

股票因子投資統計美國市場
Quant Q&A

The document gathers several starting points for learning to price options on weighted combinations of assets. Suggestions include studying a method that approximates basket, spread, and Asian options through sums of Black-Scholes-Merton models, which is…

選擇權衍生品定價統計投資組合建構
Quant Q&A

The document discusses the difficulty of turning an inverse valuation ratio into portfolio weights when its inputs can be negative or near zero. One proposed approach is to maximize EBIT divided by enterprise value instead of minimizing enterprise value…

股票因子投資投資組合建構部位規模
Quant Q&A

The document explains that the signed difference between an order’s average execution price and its arrival mid-price is usually treated as implementation shortfall. It presents an approximate model with a spread-related term and a market-impact term that…

交易執行市場微結構波動率統計
Quant Q&A

The document discusses whether European sector stock data can support assessments of industry resilience, including univariate forecasts and multivariate models with macroeconomic variables such as inflation. The answer considers the idea workable but…

股票統計風險管理