Nonlinear Dynamics, Psychology, and Life Sciences, Vol. 16, Iss. 2, Apr, 2012, pp. 205-231 @2012 Society for Chaos Theory in Psychology & Life Sciences Endogenously Determined Cycles: Empirical Evidence from Livestock Industries Abstract: This paper applies the techniques of phase space reconstruction and recurrence
quantification analysis to investigate U.S. livestock cycles in relation to recent
literature on the business cycle. Results are presented for pork and cattle cycles,
providing empirical evidence that the cycles themselves have slowly diminished. By
comparing the evolution of production processes for the two livestock cycles we argue
that the major cause for this moderation is largely endogenous. The analysis suggests
that previous theoretical models relying solely on exogenous shocks to create cyclical
patterns do not fully capture changes in system dynamics. Specifically, the biological
constraint in livestock dynamics has become less significant while technology and information
are relatively more significant. Concurrently, vertical integration of the supply chain may
have improved inventory management, all resulting in a small, less deterministic, cyclical effect. Keywords: business cycles, cattle cycles, pork cycles, phase space reconstruction, recurrence quantification analysis, surrogate data analysis |