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  • May 9, 2026 · 12 min · draft

    What W-shaped implied volatility tells us about earnings risk

    When the IV smile breaks the U and develops a hump near at-the-money, it's a fingerprint of investor uncertainty about the size of an upcoming jump.

    • options
    • implied volatility
    • earnings
    • structural model
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    AMZN W-shape vs textbook smile
    Mixture-density mechanism
  • Mar 15, 2026 · 9 min · draft

    When one firm reports, the whole industry's options move

    Option markets price an industry-wide uncertainty signal at every earnings announcement — and that signal carries information about the next firm scheduled to report.

    • options
    • implied volatility
    • earnings
    • spillovers
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  • Mar 13, 2026 · 9 min · draft

    Crisis-origin dependence in sector volatility spillovers

    Six U.S. equity-market crises with fundamentally different origins produce six different spillover architectures — but the cyclical-defensive divide holds across every regime.

    • spillovers
    • connectedness
    • quantile VAR
    • sector ETFs
    • crisis
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    Sector NET spillovers across all fourteen regimes (paper Figure 3)
    Directed spillover networks across the six crises (paper Figure 5)
  • Feb 1, 2026 · 10 min · draft

    Does divestment move risk? A null result from Norway's $1.7T fund

    Theory says institutional divestment should raise firm-level volatility. 181 exclusions by the world's largest sovereign wealth fund say otherwise — and the bounds on the true effect are very tight.

    • divestment
    • ESG
    • volatility
    • GARCH
    • sovereign wealth
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    Rolling variance ratio around NBIM exclusion announcements (paper Figure)

© 2026 Simen Guttormsen.

Updated May 2026.