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  • Discrete choice methods with simulation
    Train, Kenneth
    This book describes the new generation of discrete choice methods, focusing onthe many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices ... that consumers, households, firms, and other agents make. Each of the major models is covered: logit, generalized extreme value, or GEV (including nested and cross-nested logits), probit, and mixed logit, plus a variety of specifications that build on these basics. Simulation-assisted estimation procedures are investigated and compared, including maximum simulated likelihood, method of simulated moments,and method of simulated scores. Procedures for drawing from densities are described, including variance reduction techniques such as anithetics and Halton draws. Recent advances in Bayesian procedures are explored, including the use of the Metropolis-Hastings algorithm and its variant Gibbs sampling. No other book incorporates all these fields, which have arisen in the past 20 years. The procedures are applicable in many fields, including energy, transportation, environmental studies, health, labor, and marketing.
    Vrsta gradiva - knjiga
    Založništvo in izdelava - New York [etc.] : Cambridge University Press, 2003
    Jezik - angleški
    ISBN - 0-521-81696-3; 0-521-01715-7
    COBISS.SI-ID - 14098662

Knjižnica Signatura – lokacija, inventarna št. ... Status izvoda
EF, Centralna ekonomska knjižnica, Ljubljana · Prosti p.
N1 TRAIN K. Discrete choice
IN: 000207527
prosto - na dom, čas izposoje: 1 mes.
EF, Centralna ekonomska knjižnica, Ljubljana · Prosti p.
N3 TRAIN K. Discrete choice
IN: 000207526
izposojeno - na dom, rok vrnitve: nedoločen
Fakulteta za upravo, Ljubljana Knjižnica
5 TRAIN Discrete
IN: 000004713
prosto - na dom, čas izposoje: 21 dni
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