STRUCTURAL MODELS FOR DISCRETE DATA: THE ANALYSIS OF DISCRETE CHOICE

The Prologue to the 1979 volume of Sociological Methodology noted both the recent preoccupation of sociologists with categorical data and their growing interest in structural equation theory. Ironically the various chapters in the volume indicate that these two important trends are progressing largely in mutual isolation.' On the one hand, the structural equation models that have received attention to date presume continuous endogenous variables. On the other hand, an empirical data-analytic approach has characterized the handling of discrete data. In many contexts involving discrete data a structural model of the process generating the observations can be specified. One such context is that of discrete choice, in which the data are observations of

[1]  J. Heckman.  Shadow prices, market wages, and labor supply , 1974 .

[2]  John M. Quigley,et al.  Housing Demand in the Short Run: An Analysis of Polytomous Choice , 1976 .

[3]  C. Daganzo,et al.  Multinomial Probit and Qualitative Choice: A Computationally Efficient Algorithm , 1977 .

[4]  Steven R. Lerman,et al.  The Estimation of Choice Probabilities from Choice Based Samples , 1977 .

[5]  Kenneth C. Land,et al.  Sociological methodology, 1979 , 1980 .

[6]  R. Radner.  Demand and Supply in U.S. Higher Education. , 1975 .

[7]  D. Wise,et al.  A CONDITIONAL PROBIT MODEL FOR QUALITATIVE CHOICE: DISCRETE DECISIONS RECOGNIZING INTERDEPENDENCE AND HETEROGENEOUS PREFERENCES' , 1978 .

[8]  J. Berkson.  Application of the Logistic Function to Bio-Assay , 1944 .

[9]  A. Tversky.  Elimination by aspects: A theory of choice. , 1972 .

[10]  J. Tobin.  Estimation of Relationships for Limited Dependent Variables , 1958 .

[11]  R. Duncan Luce,et al.  Individual Choice Behavior , 1959 .

[12]  Daniel McFadden,et al.  AGGREGATE TRAVEL DEMAND FORECASTING FROM DISAGGREGATED BEHAVIORAL MODELS , 1975 .

[13]  D. McFadden,et al.  URBAN TRAVEL DEMAND - A BEHAVIORAL ANALYSIS , 1977 .

[14]  Kenneth Train,et al.  THE GOODS/LEISURE TRADEOFF AND DISAGGREGATE WORK TRIP MODE CHOICE MODELS. IN: URBAN TRANSPORT , 1978 .

[15]  D. McFadden.  Conditional logit analysis of qualitative choice behavior , 1972 .

[16]  M. Degroot.  Optimal Statistical Decisions , 1970 .

[17]  G. S. Maddala,et al.  Maximum Likelihood Methods for Models of Markets in Disequilibrium , 1974 .

[18]  Ray C. Fair,et al.  Methods of Estimation for Markets in Disequilibrium , 1972 .

[19]  S. James Press,et al.  Univariate and Multivariate Log-Linear and Logistic Models , 1973 .

[20]  Yosef Sheffi,et al.  Transportation networks equilibration with discrete choice models. , 1978 .

[21]  A. Tversky,et al.  Prospect Theory : An Analysis of Decision under Risk Author ( s ) : , 2007 .

[22]  David Gillen,et al.  Parking location and transit demand: A case study of endogenous attributes in disaggregate mode choice models☆ , 1978 .

[23]  T. W. Anderson.  An Introduction to Multivariate Statistical Analysis , 1959 .

[24]  Charles Lave.  A BEHAVIORAL APPROACH TO MODAL SPLIT FORECASTING , 1969 .

[25]  C. Manski,et al.  New Evidence on the Economic Determinants of Postsecondary Schooling Choices , 1982 .

[26]  Jordan J. Louviere,et al.  USING FUNCTIONAL MEASUREMENT TO IDENTIFY THE FORM OF UTILITY FUNCTIONS IN TRAVEL DEMAND MODELS , 1978 .

[27]  David R. Cox.  The analysis of binary data , 1970 .

[28]  L. A. Goodman,et al.  Measures of association for cross classifications , 1979 .

[29]  Moshe Ben-Akiva,et al.  JOINT-CHOICE MODEL FOR FREQUENCY, DESTINATION, AND TRAVEL MODE FOR SHOPPING TRIPS , 1976 .

[30]  C. Manski.  MAXIMUM SCORE ESTIMATION OF THE STOCHASTIC UTILITY MODEL OF CHOICE , 1975 .

[31]  Mingche M. Li,et al.  A Logit Model of Homeownership , 1977 .

[32]  G. Ingram.  Residential Location and Urban Housing Markets , 1977 .

[33]  Moshe Ben-Akiva,et al.  STRUCTURE OF PASSENGER TRAVEL DEMAND MODELS , 1974 .

[34]  Charles F. Manski,et al.  SAMPLE DESIGN FOR DISCRETE CHOICE ANALYSIS OF TRAVEL BEHAVIOR , 1978 .

[35]  Takeshi Amemiya,et al.  Regression Analysis when the Dependent Variable is Truncated Normal , 1973 .

[36]  Margaret F. Barton.  Conditional Logit Analysis of FCC Decisionmaking , 1979 .

[37]  Maurice G. Kendall.  The advanced theory of statistics , 1958 .

[38]  C. E. Clark.  The Greatest of a Finite Set of Random Variables , 1961 .

[39]  Shelby Stewman,et al.  Markov models of occupational mobility: Theoretical development and empirical support. Part 1: Careers† , 1976 .

[40]  P. Holland,et al.  Discrete Multivariate Analysis. , 1976 .

[41]  Steven R Lerman,et al.  LOCATION, HOUSING, AUTOMOBILE OWNERSHIP, AND MODE TO WORK: A JOINT CHOICE MODEL , 1976 .

[42]  S. Haberman,et al.  The analysis of frequency data , 1974 .

[43]  Gregory M. Duncan.  Formulation and Statistical Analysis of the Mixed, Continuous/Discrete Dependent Variable Model in Classical Production Theory , 1980 .

[44]  Meir G. Kohn,et al.  An Empirical Investigation of Factors Which Influence College-Going Behavior , 1974 .

[45]  Jerry A. Hausman,et al.  Individual Discount Rates and the Purchase and Utilization of Energy-Using Durables , 1979 .

[46]  T. W. Anderson,et al.  An Introduction to Multivariate Statistical Analysis , 1959 .

[47]  Moshe Ben-Akiva,et al.  EXPERIMENTS TO CLARIFY PRIORITIES IN URBAN TRAVEL FORECASTING RESEARCH AND DEVELOPMENT , 1977 .

[48]  A J Daly,et al.  COMMUTERS' VALUE OF TIME , 1975 .

[49]  Moshe Ben-Akiva,et al.  DISAGGREGATE BEHAVIOR MODEL OF AUTOMOBILE OWNERSHIP , 1976 .

[50]  Frank S. Koppelman.  Travel prediction with models of individual choice behavior. , 1975 .

[51]  R. Quandt,et al.  THE DEMAND FOR ABSTRACT TRANSPORT MODES: THEORY AND MEASUREMENT. IN: URBAN TRANSPORT , 1966 .

[52]  Michael J. Boskin,et al.  A Conditional Logit Model of Occupational Choice , 1974, Journal of Political Economy.

[53]  Richard B. Westin,et al.  Predictions from binary choice models , 1974 .