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 document examines whether a Hurst exponent above 0.5 can justify shorting crypto futures after prices have fallen. The author estimates the exponent from 1,025 hourly mark-price observations for four Binance trading pairs and reports values around 0.62.…

加密貨幣期貨技術指標統計
Quant Q&A

The document distinguishes a speed advantage in reacting to market data from arbitrage in the stricter sense of exploiting price differences. It describes how direct exchange feeds can reveal quote changes before a slower consolidated feed, allowing a…

股票高頻交易套利市場微結構
Quant Q&A

The document explains why geometric Brownian motion parameters can be confusing: arithmetic returns and log returns are calculated differently, and the same distinction affects how a price process is modeled. A price path that falls and then recovers can…

統計波動率回測
Quant Q&A

The document discusses whether a stock backtest can assume execution at daily opening and closing prices. It describes market-on-open and market-on-close orders as ways to target auction prices, while noting that traders must submit orders before the final…

股票回測交易執行市場微結構
Quant Q&A

The document asks how to interpret a return adjustment formula used to determine the market risk measure class for Category 3 PRIIP products under European regulation. The specific uncertainty concerns the risk-neutral and measured expected-return terms, as…

風險管理統計衍生品定價
Quant Q&A

The document questions whether standard GARCH models adequately describe one-minute Bitcoin returns. The sample is characterized by frequent zero returns, low return magnitudes, and apparent microstructure noise; the author also reports that squared…

加密貨幣波動率高頻交易市場微結構
Quant Q&A

The document lists SOFR swap market tickers and their associated maturities, from short weekly and monthly tenors through long-dated swaps. It frames the list as a starting point for building a SOFR discounting curve comparable to those produced by Bloomberg…

固定收益衍生品定價
Quant Q&A

The document considers how to detect a sharp price move after an extended calm period. It suggests volatility bands as a way to compare price levels with recent volatility, and identifies Bollinger Bandwidth as a related measure based on the spread between…

股票波動率技術指標
Quant Q&A

The document maps common financial modeling tasks to Python's scientific and finance ecosystem for someone moving from Matlab. It groups tools by purpose: portfolio optimization and risk analytics, instrument pricing, time series analysis, technical…

多資產投資組合建構衍生品定價統計
Quant Q&A

The document asks how to evaluate predictions of asset returns when matching the sign of each forecast to the realized return matters more than explaining return magnitude. It gives a small example where ordinary least squares has low explanatory power,…

統計機器學習回測
Quant Q&A

For hard-currency credit default swaps, the response says the pricing calculations are the same across corporate, sovereign, agency, and municipal reference entities. Recovery assumptions should follow market conventions, which can vary by issuer type and…

固定收益衍生品定價風險管理
Quant Q&A

The document distinguishes calculating an inflation-linked bond’s real yield from estimating its projected nominal yield. For real yield, use the bond’s real coupon and price in a standard bond-yield calculation, rather than adjusting a nominal bond’s coupon…

固定收益衍生品定價
Quant Q&A

The discussion compares factor-based portfolio construction with mean-variance optimization. Factor models can forecast expected returns and represent covariance risk; portfolio constraints can also control exposure to factors, sectors, or individual…

投資組合建構因子投資風險管理統計
Quant Q&A

The document discusses estimating default probability with the Merton structural credit model from monthly equity returns, a risk-free rate, equity value, and debt face value. It outlines a workflow that converts prices to log returns, estimates return…

固定收益統計風險管理衍生品定價
Quant Q&A

The document proposes a way to hedge the convexity of long-dated fixed cash flows, using a long-maturity swap as the example. The theoretical construction is to sell at-the-money payer and receiver swaptions with very short expiries, sized according to the…

固定收益選擇權衍生品定價風險管理
Quant Q&A

The document explains why greater bond convexity is not automatically better when comparing portfolios with equal value and duration. Convexity contributes a positive second-order price effect for yield changes in either direction, but this comparison omits…

固定收益衍生品定價風險管理
Quant Q&A

The document asks how interest rate caps and floors differ in purpose from forward rate agreements (FRAs). It notes that both can provide exposure to future interest rates, making their functions seem similar, and focuses on when their payments occur. The…

固定收益衍生品定價
Quant Q&A

The document investigates why an American call’s market ask price cannot be reconciled with an implied volatility calculation using RQuantLib, while Yahoo Finance reports a volatility estimate. The author compares the market quote with model prices and…

選擇權衍生品定價統計回測
Quant Q&A

The document explains swimming delta as an option’s total sensitivity to the underlying when implied volatility changes with the underlying price. Standard Black–Scholes delta is a partial derivative that holds volatility constant. Under a skew-aware view, a…

選擇權波動率衍生品定價風險管理
Quant Q&A

The document addresses how to represent short-sale constraints in a backtest. Its proposed control is to include a borrowing cost for short positions, since live shorting generally requires shares to be borrowed through a broker. The cost can be included in…

股票回測交易執行風險管理
Quant Q&A

The document raises a pairs-trading question about estimating hedge ratios with rolling ordinary least squares on two stocks’ log returns. The author observes that when the stocks have very different share prices, the estimated ratio can still be near zero…

股票配對交易統計部位規模
Quant Q&A

The document raises a question about measuring the cost of a currency hedge or short position using an FX forward. It compares the forward-to-spot percentage change for EUR/USD with a quoted estimate of the three-month cost of being long euros and short…

外匯Carry(套息)風險管理衍生品定價
Quant Q&A

The explanation connects currency basis swap (CBS) rates to FX forward pricing in the Garman–Kohlhagen currency option model. A forward rate can be taken directly from the FX forward market or derived from spot and the two currencies’ interest rates using…

外匯選擇權衍生品定價固定收益
Quant Q&A

The document defines a European barrier call whose payoff depends on the asset finishing above the strike and staying above a lower barrier at specified observation times. It asks how to estimate its discounted risk-neutral value by Monte Carlo simulation…

選擇權衍生品定價回測統計