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
WonderTrader
14 份文件
Alphalens
14 份文件
backtesting.py
11 份文件
Technical Analysis
9 份文件
QTPyLib
8 份文件
Lumibot strategies
7 份文件
QuantRocket
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 explores extending the Heston stochastic volatility model to represent mean reversion in the asset price or returns as well as in variance. The answer proposes a price-level adjustment in which the drift of log price pulls it toward a long-run…

選擇權波動率均值回歸衍生品定價
Quant Q&A

The document considers whether individual quarterly returns can be recovered from a sequence of rolling one-year returns. Each rolling figure combines several quarterly returns, so the unknown quarterly values can be represented as a system of equations. The…

統計回測
Quant Q&A

The document asks how wealth changes when each repeated bet either increases the current balance by 50% or reduces it by 50%, with equal probability. It highlights the difference between calculating expected wealth and describing the path followed by a…

統計風險管理
Quant Q&A

The document examines how volatility affects the risk-neutral probability that an option finishes in the money under Black-Scholes. For a call, that probability is represented by the cumulative normal value at d2, so its response to volatility depends on…

選擇權波動率衍生品定價統計
Quant Q&A

The document explains why a curve is not defined by the fixed or floating legs of a swap. A curve instead supplies discount factors or forecast rates, and those functions must be distinguished when valuing a cross-currency swap. For a fixed-fixed USD-INR…

固定收益外匯衍生品定價風險管理
Quant Q&A

The document explains the two components of a bond’s carry and roll-down over a holding period. Carry is the net income earned, such as coupon income after financing costs, and can be related to the difference between forward and spot yield. Roll-down is the…

固定收益Carry(套息)風險管理
Quant Q&A

The document distinguishes market value at risk from credit value at risk. Market VaR estimates a portfolio loss threshold over a chosen horizon and confidence level using market risk factors such as rates, foreign exchange, spreads, and equity prices.…

風險管理統計固定收益
Quant Q&A

The document explains risk-neutral pricing through a one-period binomial model with a stock and a risk-free account. When the risk-free growth factor lies between the stock's down and up factors, the model rules out simple arbitrage and defines risk-neutral…

衍生品定價選擇權套利統計
Quant Q&A

The document considers whether a portfolio objective should combine several performance and risk measures, such as multiplying Sharpe and Sortino ratios or dividing multiple return measures by multiple risk measures. The response cautions that an objective…

投資組合建構風險管理統計
Quant Q&A

The discussion asks where to find practice problems for market risk, with particular interest in vanilla and exotic options. Responses suggest using free FRM-style exercises and an exam with explanations, consulting Carol Alexander's Market Risk Analysis,…

風險管理選擇權
Quant Q&A

The discussion distinguishes two sets of normative principles that apply to different objects. Von Neumann–Morgenstern axioms describe rational preferences over choices and gambles, including completeness, transitivity, continuity, and independence. Coherent…

風險管理投資組合建構統計
Quant Q&A

The discussion explains what principal component analysis does when applied to asset returns: it forms orthogonal components as linear combinations of the original assets. Keeping fewer components can simplify covariance calculations and represent correlated…

投資組合建構統計因子投資
Quant Q&A

This discussion collects risk management topics relevant to automated trading, with particular attention to high-frequency systems. It names drawdowns, runs of losses, empirical loss distributions, confidence intervals, value at risk, slippage, liquidity,…

風險管理高頻交易交易執行市場微結構
Quant Q&A

The document asks how a martingale should appear in a simulation of a Cox–Ross–Rubinstein stock-price model. It proposes checking whether the expected ratio of successive prices is one, then wonders whether plotting prices through time would reveal the…

統計回測
Quant Q&A

The document raises a question about how to express an FX option’s delta when the trading book uses an accounting currency different from either currency in the option. Its example is a one-year at-the-money EUR call and USD put, with option and rate inputs…

外匯選擇權衍生品定價風險管理
Quant Q&A

The document considers choosing weights for two stocks to minimize portfolio variance while targeting a beta of one. It supplies expected returns, volatilities, a correlation, and betas measured against an index, and shows that the covariance information can…

股票投資組合建構統計
Quant Q&A

The document outlines a factor-based approach to estimating one-day value at risk for a currency portfolio containing forwards. A forward’s value is affected by its exchange rate and the interest rates of both currencies. For a USD/JPY forward, for example,…

外匯風險管理衍生品定價
Quant Q&A

This discussion considers how to measure a bond portfolio's sensitivity to a yield shift in one currency when the holdings are denominated in several currencies. A weighted average of bond modified durations describes sensitivity to a simultaneous parallel…

固定收益多資產風險管理投資組合建構
Quant Q&A

This note outlines the factors said to inform the currencies and weights in the International Monetary Fund's Special Drawing Rights basket. The answer describes the SDR primarily as a unit of account for the IMF and related institutions, rather than as a…

外匯多資產投資組合建構
Quant Q&A

This discussion explains the CAPM intuition for why an asset with negative market beta may have a lower expected return than the risk-free rate, even if its standalone volatility matches that of a positive-beta asset. CAPM relates expected return to…

股票風險管理投資組合建構統計
Quant Q&A

This note explains why a Bloomberg VCUB option matrix may show different values for strike and straddle views. The distinction is the displayed measure: the strike view presents volatility, while the straddle view presents a premium. A premium-based straddle…

選擇權波動率衍生品定價
Quant Q&A

The note proposes a set of indicators for monitoring foreign exchange risk at different horizons. For short-term market stress, it recommends tracking implied-volatility indices across equity, bond, and FX markets, alongside funding and credit signals such…

外匯風險管理波動率多資產
Quant Q&A

The note addresses whether days with zero observed stock returns should be removed before calculating excess returns in a CAPM analysis. Its main guidance is to first determine whether the zeros represent genuine market observations or data errors. Erroneous…

股票統計回測
Quant Q&A

The note shows how to use the Gaussian shift theorem to evaluate an expectation involving two correlated standard normal variables. It first states the theorem: an exponential tilt inside an expectation can be converted into a shifted argument of the…

統計衍生品定價選擇權