
Behind the Balance Sheet #20 The Data Scientist - Tian Yang on the Age of Scarcity, Super Cycles & Tactical vs Fundamental Views
10 snips
Apr 19, 2023 AI Snips
Chapters
Transcript
Episode notes
Why Commodity Supercycles Last Longer Than You Think
- Commodity cycles are driven by inelastic base demand and waves of overinvestment that take years to correct.
- Tian uses rubber, whaling and fur examples to show replacements coexist and transitions are long unless catalysed by extreme events.
Quantifying The Capital Cycle For Investment Signals
- The capital cycle is a near-axiom of capitalism: excess investment lowers future returns and drives reallocation.
- Variant Perception quantifies it using CAPEX/R&D-to-assets, depreciation and marginal ROIC to time structural opportunities like shipping.
Marry Structural, Business Cycle And Tactical Views
- Combine three horizons: structural (2–3+ years), business cycle (6–12 months) and tactical (weeks to months) to manage timing and drawdowns.
- Capital-cycle long/short backtests are robust but suffer brutal drawdowns in recessions, so overlay business-cycle signals.
