crypto-derivatives
Crypto-derivatives strategies โ perpetual funding-rate arbitrage, futures term-structure contango/backwardation trading, and option volatility-smile / Greeks analysis.
Crypto-derivatives strategies โ perpetual funding-rate arbitrage, futures term-structure contango/backwardation trading, and option volatility-smile / Greeks analysis.
็ๅฉ้ขๆตไธไธ่ด้ขๆๅๆ๏ผ่ชไธ่ไธ/่ชไธ่ไธ้ขๆตๆณ/SUE/PEAD/ๅๆๅธ้ขๆไฟฎๆญฃ๏ผ๏ผๆๆไธ็ปฉ่ถ ้ขๆไบคๆๆบไผใ
Earnings estimate revisions, guidance analysis, and post-earnings drift (PEAD) โ track analyst consensus changes, earnings surprise patterns, and management guidance shifts for US/HK equities.
SEC EDGAR filing analysis โ 10-K, 10-Q, 8-K, proxy statements, insider Form 4. Extract key financials, risk factors, management discussion, and generate investment signals from US public company filings.
ETFๅๆ๏ผไบงๅ็ญ้ใ่ดน็ๅฏนๆฏใ่ท่ธช่ฏฏๅทฎใๆตๅจๆง่ฏไผฐใ็ญ็ฅๅบ็จไธไธญๅฝๅธๅบETF้ๅ้ ็ฝฎๆกๆถใ
Trade execution modeling (backtest only) โ slippage formulas (linear / square-root impact), VWAP/TWAP execution logic, market-impact cost estimation, and execution-assumption configuration.
Factor research framework with IC/IR analysis, quantile backtesting, and factor combination. Suitable for cross-sectional factor evaluation across multiple instruments.
่ดขๆฅไธ่กจๆทฑๅบฆ่งฃ่ฏปโโไธ่กจๅพ็จฝๅ ณ็ณปใ็ๅฉ่ดจ้(ๅบ่ฎกvs็ฐ้ๆต)ๅๆใๆ้ฆๅ่งฃใ10+่ดขๅก้ ๅ็บขๆๆๆ
ๅบ้ๅๆไธ็ญ้๏ผๆจๆ่ฏ็บง/ๅคๆฎๆฏ็/ไฟกๆฏๆฏ็ใSharpe้ฃๆ ผ็ฎฑๅๆใ้ฃๆ ผๆผ็งปๆฃๆตใๅบ้็ป็่ฏไปทใFOF็ปๅๆๅปบใETF้ๆฉ
Fundamental factor screening โ filter stocks by PE/PB/ROE and other financial metrics for value or growth selection. Supports A-shares (via tushare extra_fields) and HK/US stocks (via yfinance Ticker info).
Geopolitical risk analysis: quantify crisis signals, identify precursors, and build event-driven strategies for war, sanctions, and supply disruption scenarios.
Global macro analysis framework (central bank policy transmission / FX forecasting / geopolitical risk / capital flows), used to build macro factor signals that drive cross-asset allocation.
Hedging strategy design (beta hedge / option protection / tail risk / cross-asset hedging), including hedge-ratio calculation and cost evaluation.
Stock Connect (Shanghai/Shenzhen-Hong Kong) fund flow analysis โ Northbound (foreign into A-shares), Southbound (mainland into HK), sector allocation tracking, and cross-border arbitrage signals.
Liquidation level analysis and heatmap interpretation โ identify leveraged position concentration, liquidation cascades, stop-hunt zones, and use liquidation data as support/resistance signals.
Macroeconomic cycle positioning and central-bank policy interpretation, including GDP/CPI/PMI/rates/FX analysis, with output in the form of major-asset allocation tilts.
Market microstructure: bid-ask spread analysis, order-flow toxicity metrics (VPIN / Kyle lambda), liquidity measures (Amihud / Roll), price-impact models, limit-order-book analysis, and China A-share call auction / block trade mechanics.
Multi-factor cross-sectional stock ranking. Combines factor standardization, equal-weight or IC-weighted scoring, and TopN portfolio construction. Suitable for multi-instrument portfolio strategies.
On-chain data analysis โ active addresses / whale tracking / TVL / DEX liquidity, interpretation and signal generation using on-chain valuation metrics such as MVRV / NVT / SOPR.
Advanced options strategies: volatility-surface modeling (SABR / Local Vol), dynamic Greeks rebalancing, calendar spreads, volatility arbitrage and skew trading, and option market-making basics.
Option P&L analysis methodology: payoff diagrams, breakeven calculation, multi-leg strategy visualization, and Greeks-based scenario analysis.
Options strategy framework supporting Black-Scholes pricing, Greeks analysis, and multi-leg backtesting. Suitable for cryptocurrency and equity options.
Pair trading strategy. Trades mean reversion using the spread/ratio Z-score of two correlated instruments. Requires at least two instruments.
Performance attribution analysis โ Brinson sector/stock-selection attribution, factor alpha/beta decomposition, market-timing evaluation, and benchmark comparison framework.