Non-linear mixed logit

被引:0
|
作者
Steffen Andersen
Glenn W. Harrison
Arne Risa Hole
Morten Lau
E. Elisabet Rutström
机构
[1] Copenhagen Business School,Department of Economics
[2] Georgia State University,Department of Risk Management & Insurance and CEAR, Robinson College of Business
[3] University of Sheffield,Department of Economics
[4] Durham University,Durham Business School
[5] Georgia State University,Robinson College of Business and Department of Economics, Andrew Young School of Policy Studies
来源
Theory and Decision | 2012年 / 73卷
关键词
Risk attitudes; Random coefficients; Mixed logit; Lottery choices; Behavioral econometrics; Structural estimation;
D O I
暂无
中图分类号
学科分类号
摘要
We develop an extension of the familiar linear mixed logit model to allow for the direct estimation of parametric non-linear functions defined over structural parameters. Classic applications include the estimation of coefficients of utility functions to characterize risk attitudes and discounting functions to characterize impatience. There are several unexpected benefits of this extension, apart from the ability to directly estimate structural parameters of theoretical interest.
引用
收藏
页码:77 / 96
页数:19
相关论文
共 50 条
  • [1] Non-linear mixed logit
    Andersen, Steffen
    Harrison, Glenn W.
    Hole, Arne Risa
    Lau, Morten
    Rutstroem, E. Elisabet
    THEORY AND DECISION, 2012, 73 (01) : 77 - 96
  • [2] LINEAR AND NON-LINEAR MULTIPLE COMPARISONS IN LOGIT ANALYSIS
    REIERSOL, O
    BIOMETRIKA, 1961, 48 (3-4) : 359 - &
  • [3] A NON-LINEAR EXPENDITURE SYSTEM USING A LINEAR LOGIT SPECIFICATION
    TYRRELL, T
    MOUNT, T
    AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS, 1982, 64 (03) : 539 - 546
  • [4] Mixed Linear and Non-linear Recursive Types
    Lindenhovius, Bert
    Mislove, Michael
    Zamdzhiev, Vladimir
    PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL, 2019, 3 (ICFP):
  • [5] Non-linear logit models for high frequency currency exchange data
    Sazuka, N
    Ohira, T
    COMPUTATIONAL FINANCE AND ITS APPLICATIONS, 2004, : 297 - 305
  • [6] Non-linear logit models for high-frequency data analysis
    Sazuka, N
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2005, 355 (01) : 183 - 189
  • [7] A meta-analysis using a logit non-linear mixed effects model for 'Hass' avocado postharvest performance data
    Burdon, Jeremy
    Connolly, Patrick
    de Silva, Nihal
    Lallu, Nagin
    Dixon, Jonathan
    Pak, Henry
    POSTHARVEST BIOLOGY AND TECHNOLOGY, 2013, 86 : 134 - 140
  • [9] Mixed strain elements for non-linear analysis
    Xikui, Li
    Crook, A.J.L.
    Lyons, L.P.R.
    Engineering computations, 1993, 10 (03) : 223 - 242
  • [10] EXISTENCE THEOREMS FOR NON-LINEAR MIXED PROBLEMS
    NEIMARK, II
    GOLDBERG, VN
    DOKLADY AKADEMII NAUK SSSR, 1960, 135 (02): : 262 - 265