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Entry, Exit, and Technological Progress in Markov-Perfect Duopoly

Jaap H. Abbring, Jeffrey R. Campbell, Nan Yang

arXiv 20 Oct 2026 · Theoretical Economics

arXiv:2610.28440 · PDF · Extracted main text

Abstract

This paper establishes the existence and essential uniqueness of an intuitively refined Markov-perfect equilibrium in a duopoly game with sunk costs, barriers to entry, firm-specific technological progress, and irreversible exit. We develop an algorithm that quickly computes the equilibrium by solving for fixed points of a finite sequence of auxiliary contraction mappings, which we label Fake Backward Induction. We illustrate the game's practical value with a quantitative analysis of competition policy in a stochastically growing market with firms idiosyncratically learning by aging. Computing one equilibrium of this example takes 10.2 seconds on one Apple M5 Pro core.

Citation extraction

26
references
36
in-text mentions
26
distinct cited
3
self-citations
15,820
main-text words

appendix boundary found by appendix_command · 89% of the source is main text. Read the extracted text to check this.

Most heavily cited references

The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.

ReferenceIntensityMentionsSectionsMain text
1Abbring, J. H., J. R. Campbell, J. Tilly, and N. Yang (2018) Very Simple Markov-Perfect Industry Dynamics: Theory self0.92843100%
2Abbring, J. H., J. R. Campbell, and N. Yang (2026) Supplement to `Entry, Exit, and Technological Progress in Markov-Perfect Duopoly', Working paper, Tilburg University self0.7373367%
3Ericson, R. and A. Pakes (1995) Markov-Perfect Industry Dynamics: A Framework for Empirical Work0.73732100%
4Cabral, L. M. B (1993) Experience Advantages and Entry Dynamics0.64422100%
5Rust, J (1987) Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher0.51121100%
6Fudenberg, D. and J. Tirole (1991) Game Theory0.51121100%
7Foster, L., J. Haltiwanger, and C. Syverson (2008) Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?0.40511100%
8McAfee, R. P., H. M. Mialon, and M. A. Williams (2004) What Is a Barrier to Entry?0.40511100%
9Pakes, A. and P. McGuire (2001) Stochastic Algorithms, Symmetric Markov Perfect Equilibrium, and the `Curse' of Dimensionality0.40511100%
10Bajari, P. L., C. L. Benkard, and J. Levin (2007) Estimating Dynamic Models of Imperfect Competition0.40511100%

Showing the top 10 of 26 scored citations.