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
Binance API docs
45 份文件
Quantopian 講座
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 post considers how to decide whether an implied volatility smile has unusually large skew. It defines local skew as the slope of implied volatility against log moneyness, while noting that the raw slope depends on the volatility level and may need…

選擇權波動率衍生品定價回測
Quant Q&A

The post asks whether minimum-risk and minimum-variance portfolios are equivalent, prompted by a paper that distinguishes proposed minimum-risk portfolios from traditional minimum-variance portfolios. The answers explain that the distinction depends on how…

投資組合建構風險管理統計
Quant Q&A

The post asks for readable resources that build intuition for the Black–Scholes Greeks, especially through visualizations of how measures such as delta and vega change with time and moneyness. It also seeks guidance on using Greeks to structure options…

選擇權衍生品定價
Quant Q&A

The question considers insuring a portfolio of large- and small-cap US equity ETFs against a loss beyond a portfolio-wide threshold. It contrasts a single payoff based on the combined basket with separate options on each holding, which could pay when one…

選擇權股票衍生品定價風險管理
Quant Q&A

The discussion distinguishes the two-stage Fama–MacBeth procedure from a linear factor model implementation. In the procedure described, asset betas are first estimated, potentially with a rolling window, then a separate cross-sectional regression is run for…

統計因子投資股票機器學習
Quant Q&A

The answer proposes that some firms infer large investors’ buying or selling through information shared by prime brokerage personnel. Its account is that investment managers disclose information when seeking prime brokerage services, and that connections…

股票市場微結構美國市場事件驅動
Quant Q&A

The document asks whether a machine-readable source reports Federal Reserve target-rate changes close to the time of an FOMC announcement. It contrasts the desired near-real-time update with the cited FRED upper- and lower-bound series, which the question…

固定收益美國市場事件驅動
Quant Q&A

The document frames portfolio construction as minimizing variance, expressed with a covariance matrix and portfolio weights that sum to one. It asks how to add lower and upper limits on the weights when implementing a constrained minimum-variance problem,…

投資組合建構風險管理
Quant Q&A

The document proposes evaluating how well TIPS breakeven inflation rates correspond to inflation realized over the matching bond horizon. The breakeven measure is described as the yield difference between a nominal Treasury and a comparable TIPS. For…

固定收益統計
Quant Q&A

The document explains how put–call parity and strike-spread bounds can determine whether a one-year put with a strike of 100 is mispriced, given a call with a strike of 90, the stock price, and the risk-free rate. It derives the value of the 90-strike put…

選擇權套利衍生品定價
Quant Q&A

The document explains why using the same numerical volatility input in the Bachelier and Black–Scholes models can produce very different call prices. Although both models describe uncertainty in an underlying price, their volatility parameters use different…

選擇權衍生品定價波動率統計
Quant Q&A

The document uses the Brownian reflection principle to relate the terminal value of Brownian motion to its running maximum. On the specified region, where the barrier height exceeds the terminal-value threshold, reflecting paths at the barrier maps an event…

統計
Quant Q&A

The document frames a practical question about pricing resting buy and sell limit orders in a market making strategy for liquid futures. It asks which microstructure signals should influence quotes and raises portfolio valuation as a related concern. The…

期貨做市市場微結構交易執行
Quant Q&A

The document explains how to transform a one-dimensional diffusion so its stochastic term has constant volatility. Starting from an SDE with state-dependent volatility, Itô’s lemma shows that applying a function multiplies the diffusion coefficient by the…

統計波動率
Quant Q&A

The document surveys several approaches to modeling limit order books and market microstructure: agent-based models, point-process models, propagator models, and Markov-chain approaches such as the Queue Reactive model. It describes the strengths associated…

市場微結構高頻交易機器學習統計
Quant Q&A

The document points readers to research on estimating and forecasting volatility from very short-interval, tick-by-tick data. It highlights estimators designed to reduce distortion from market microstructure, along with work on realized variance, noise…

波動率高頻交易市場微結構統計
Quant Q&A

The document explains how to interpret volatility forecasts from an ARMA-GARCH model. A GARCH equation produces a conditional variance, so taking its square root gives the corresponding conditional standard deviation, commonly called volatility. The key…

波動率統計風險管理
Quant Q&A

The document answers a request for mathematically rigorous foreign-exchange modeling references that also reflect a practitioner quant perspective. Its recommendations focus on books about pricing FX options, modeling smile risk, and valuing structured…

外匯選擇權衍生品定價
Quant Q&A

The document asks how to compare historical volatility estimates over nested windows using logarithms. It calculates each adjacent log change by subtracting the logarithm of the earlier estimate from that of the later estimate. Because the volatility…

波動率統計
Quant Q&A

The document surveys ways to estimate which kinds of participants are active in a market, while noting that reliable high-frequency identification is difficult, especially in equities. Suggested sources and proxies include weekly futures positioning reports,…

市場微結構高頻交易期貨股票
Quant Q&A

The document considers how to calculate returns for a portfolio combining equities and credit, using an equity index and an investment-grade credit index as examples. It cautions that a credit default swap position does not have a meaningful return from…

固定收益衍生品定價投資組合建構
Quant Q&A

The document explains how to extend the familiar Heston characteristic function for log price to the joint distribution of log price and variance at a future time. It first writes the model as a two-dimensional diffusion, using independent Brownian motions…

選擇權波動率衍生品定價統計
Quant Q&A

The document addresses unexpectedly low beta estimates for stocks in the FTSE 100. It explains beta as the slope in a regression of a stock’s returns on benchmark returns: stock return is the dependent variable, and index return is the independent variable.…

股票統計風險管理美國市場
Quant Q&A

The document describes how agency mortgage-backed securities relate to their underlying loan pools and to broader market groupings. A single-pool security is tied to a defined set of loans, while aggregated products such as Mega, Giant, or Platinum pools…

固定收益美國市場市場微結構