Optimization Heuristics in Econometrics

Many problems in statistics and econometrics offer themselves naturally to the use of optimization heuristics. Standard methods applied to highly complex problems often produce approximate results, of unknown quality, based on heavy assumptions. Optimization heuristic methods provide powerful results to many complex problems. combined with relatively simple implementation. ? Offers a self–contained introduction to optimization heuristics in econometrics and statistics ? Features many examples of optimization heuristic methods applied to real problems ? Includes detailed coverage of the threshold accepting heuristic ? Provides suggestions for further reading Split into three parts, the book opens with a general introduction to optimization in statistics and econometrics, followed by detailed discussion of a relatively new and very powerful optimization heuristic, threshold accepting. The final part consists of many applications of the...