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Firm Decisions under Jump-Diffusive Dynamics

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Abstract

We present a model of firm investment under uncertainty and partial irreversibility in which uncertainty is represented by a jump diffusion. This allows to represent both the continuous Gaussian volatility and the discontinuous uncertainty related to information arrival, sudden changes and large shocks. The model shows how both sources of uncertainty negatively impact the optimal investment and disinvestment policies, and how the presence of large negative jumps can drastically affect the firm’s ability to recover. Our results show that the standard Gaussian framework consistently underestimates the negative effect of uncertainty on firm investment decisions. We test these predictions on a panel dataset of UK firms: we first structurally estimate the uncertainty parameters using multinomial maximum likelihood and differential evolution techniques and subsequently study their impact on firm investment rates, validating our model predictions.

Suggested Citation

  • Neha Deopa & Daniele Rinaldo, 2019. "Firm Decisions under Jump-Diffusive Dynamics," IHEID Working Papers 04-2019, Economics Section, The Graduate Institute of International Studies, revised 21 Mar 2019.
    • Handle: RePEc:gii:giihei:heidwp04-2019
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    More about this item

    Keywords

    firm investment; uncertainty; jump diffusions; partial irreversibility; real options;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • C62 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Existence and Stability Conditions of Equilibrium
    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D8 - Microeconomics - - Information, Knowledge, and Uncertainty

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