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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 document considers a three-day, 95% value-at-risk estimate for a long European call when the underlying follows geometric Brownian motion. It describes valuing the option with Black–Scholes, deriving a lower-tail stock-price quantile from the lognormal…

選擇權衍生品定價風險管理波動率
Quant Q&A

The document discusses how to choose a long-run growth or discount assumption for a perpetuity in firm valuation. One response suggests linking the rate to the valuation model and using a risk-free rate reduced by three percentage points for earnings-based…

股票投資組合建構統計
Quant Q&A

The example explains why restoring target weights in a leveraged long-short portfolio can require buying an appreciated asset and increasing a short position in an underperformer. After a strong gain in the long asset, the portfolio’s total value has also…

投資組合建構部位規模風險管理趨勢追蹤
Quant Q&A

The document discusses how to build mathematical foundations for quantitative finance and statistics. The questioner seeks rigorous, proof-based study of relevant tools such as linear algebra, probability, set theory, stochastic calculus, and measure theory,…

統計衍生品定價
Quant Q&A

The discussion asks how to infer a stock price probability distribution from option prices and track changes in that distribution over time. One response identifies implied probability densities, also called state price densities, as the relevant framework.…

選擇權衍生品定價統計
Quant Q&A

The document raises a portfolio selection problem: maximizing the Omega ratio for non-normal returns can favor assets with unusually high returns and produce a portfolio whose holdings have similar, correlated return patterns. The investor describes…

投資組合建構風險管理統計
Quant Q&A

The discussion surveys possible ways to obtain historical daily quotes across VIX option strikes and expirations. One response says reliable public data may be unavailable and cautions that analysis may also require the corresponding VIX futures history,…

選擇權波動率衍生品定價回測
Quant Q&A

The answer explains how to move from a Bachelier underlying with an unspecified physical drift to a risk-neutral process for pricing a European call. It starts with the discounted asset price and uses the martingale condition to identify the required drift…

選擇權衍生品定價統計
Quant Q&A

The document reviews a Heston option-pricing implementation that produces negative probabilities or prices under extreme inputs, despite giving plausible at-the-money results for other parameter choices. The implementation applies a characteristic-function…

選擇權衍生品定價統計風險管理
Quant Q&A

The document examines whether ETF market makers can secure the bid–ask spread by immediately hedging trades with correlated instruments such as futures. The questioner models the spread earned in the ETF against the spread paid in the hedge and introduces a…

股票做市交易執行市場微結構
Quant Q&A

The document considers whether ESG can be added as a factor to the Fama–French five-factor model and how such an extension should be interpreted. It distinguishes a factor that captures exposure to priced cash-flow risk from a preference for firms with…

股票因子投資動能回測
Quant Q&A

The document explains why borrowing at the risk-free rate to scale a risky portfolio increases its expected excess return and volatility by the same factor. The Sharpe ratio uses excess return, so the leveraged portfolio’s numerator is the leveraged…

統計風險管理部位規模
Quant Q&A

The note resolves how to obtain a short-maturity yield expansion from a Taylor expansion of a zero-coupon bond price. Starting with the price written as one plus successive powers of time to maturity, it applies the logarithm series and then negates and…

固定收益衍生品定價統計
Quant Q&A

The note explains why the profit and loss of a portfolio hedged with stock must include dividends received or owed on the stock position. It writes the portfolio value with a money market account, stock, and short derivative, then tracks those holdings over…

選擇權衍生品定價風險管理
Quant Q&A

The document asks how to estimate term structures of default probabilities when market data is unavailable, including for non-listed firms. It notes that migration-based Markov chains can turn historical rating transitions into rating-specific default…

固定收益統計風險管理投資組合建構
Quant Q&A

The note rewrites the payoff of a power option, defined as the underlying raised to a power times a call payoff, as a difference of two asset-or-nothing binary call payoffs. It first expands the payoff into two terms, each gated by the condition that the…

選擇權衍生品定價
Quant Q&A

The document discusses a long-short portfolio formed by taking equal-weight average monthly returns for two groups of stocks, subtracting the mature group’s returns from the technology group’s returns, and regressing the spread on Fama-French market, size,…

股票投資組合建構因子投資統計
Quant Q&A

The document addresses a choice of risk-free rate when calculating CAPM quantities or evaluating a portfolio strategy. The question contrasts a three-month Treasury rate with a ten-year rate for a strategy whose lookback window is one year and asks whether…

股票統計回測
Quant Q&A

The document describes a way to account for recurring time-of-day patterns when estimating volatility with GARCH on hourly returns. It recommends estimating a deterministic intraday periodicity component and filtering returns by that component before fitting…

波動率統計回測
Quant Q&A

The document frames a model-design problem for estimating the concentrated positions component of an additional valuation adjustment for derivatives. It proposes relating price or volatility impact to the volatility of valuation inputs, bid–ask spread…

衍生品定價波動率市場微結構風險管理
Quant Q&A

The document proves that for thresholds a ≥ b, the expected value of a random variable conditional on being at least a is no smaller than its expected value conditional on being at least b, assuming the higher-threshold event has positive probability. This…

統計風險管理
Quant Q&A

The document proposes measuring possible conflicts of interest between credit rating agencies and countries through the share of agency revenue associated with each country. The idea is to look beyond direct payments from governments and consider fees paid…

固定收益統計事件驅動
Quant Q&A

The note asks whether the expected product of increasing functions of two correlated stochastic processes rises as their instantaneous correlation rises. The response sketches an Itô-calculus argument in a simplified setting: it assumes zero drift and unit,…

統計衍生品定價
Quant Q&A

The note considers whether a Treasury issue that trades special in overnight repo is cheap relative to a fitted Treasury spline. Its central lesson is that the value of repo specialness depends on how long the bond is expected to remain special. A current…

固定收益Carry(套息)