Solving Finite Mixture Models: Efficient Computation in Economics Under Serial and Parallel Execution
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Arcidiacono, P. and Jones, J.B. (2003). Finite mixture distributions, sequential likelihood and the EM algorithm. Econometrica, 71(3), 933–946.
Aguirregabiria, V. and Mira, P. (2002). Swapping the nested fixed point algorithm: A class of estimators for discrete Markov decision models. Econometrica, 70(4), 1519–1543.
Debreu, G. (1983). A social equilibrium existence theorem. In Mathematical Economics: Twenty Papers of Gerard Debreu, Econometric Society Monographs 4, Cambridge University Press.
Doornik, J.A., Hendry, D.F. and Shephard, N. (2002). Computationally-intensive econometrics using a distributed matrix-programming language. Philosophical Transactions of the Royal Society of London, Series A, 360, 1245–1266.
Eckstein, Z. and Wolpin, K.I. (1990). Estimating a market equilibrium search model from panel data on individuals. Econometrica, 58(4), 783–808.
Goldfeld, S.M., Quandt, R.E. and Trotter, H.F. (1966). Maximization by quadratic hill-climbing. Econometrica, 34(3), 541–551.
Heckman, J.J. and Singer, B. (1984). A method for minimizing the imapct of distributional assumptions in econometric models for duration data. Econometrica, 52
Hotz, J. and Miller, R.A. (1993). Conditional choice probabilities and the estimation of dynamic models. Reviews of Economic Studies, 60, 497–529.
Imai, S., Jain, N. and Ching, A. (2002). Bayesian estimation of dynamic discrete choice models. Manuscript, Ohio State, April, http://www.econ.ohiostate.edu/aching/research/bayes2c.pdf.
Judd, K.L. (1988). Numerical Methods In Economics. MIT Press, Cambridge.
Lee, D. (2005). An estimable dynamic general equilibrium model of work, schooling and occupational choice. International Economic Review, 46, 1–34.
Mcfadden, D. and Train, K. (2000). Mixed MNL models for discrete response. Journal of Applied Econometrics, 15, 447–470.
Nagurney, A. (1996). Parallel computation. In D. Kendrick, J. Rust and H.M. Amman (eds.), Handbook of Computational Economics, 331–400. North-Holland, Amsterdam.
Press, W.H., Flannery, B.P., Teukolsky, S.A. and Vetterling, W.T. (1987). Numerical Recipes: The Art of Scientific Computing. Cambridge University Press, New York.
Rios-Rull, V. (1999). Computation of equilibria in heterogenous agent models. In R. Marimon and A. Scott (eds.), Computaional Methods for the Study of Dynamic Economies: An Introduction. Oxford University Press, Oxford.
Rust, J. (1994). Structure estimation of markov decision processes. In R. Engle and D. McFadden (eds.), Handbook of Econometrics, Vol. 4, 30823139. North Holland, Amsterdam.
Rust, J. (1996). Numerical dyanmic programming in economics. In H. Amman, D. Kendric and J. Rust (eds.), Handbook of Computational Economics. Elsevier, North Holland.
Schittkowski, K. (2001). NLPQLP: A new Fortran implementation of a sequential quadratic programming algorithm for parallel computing. Manuscript, http://www.uni-bayreuth.de/departments/math/kschittkowski/nlpqlp_rep.htm.
Swann, C.A. (2001). Software for parallel computing: The LAM implementation of MPI. Journal of Applied Econometrics, 16(2), 185–194.