Tobit models: A survey

Maximum Likelihood from Incomplete Data Via the EM Algorithm

1977 • 46,601 citations

Sample Selection Bias as a Specification Error

1979 • 27,564 citations

A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity

1980 • 25,774 citations

Specification Tests in Econometrics

1978 • 17,234 citations

Limited-dependent and qualitative variables in econometrics

1983 • 13,615 citations

Linear Statistical Inference and its Applications

1973 • 10,599 citations

The Statistical Analysis of Failure Time Data.

1981 • 10,224 citations

Estimation of Relationships for Limited Dependent Variables

1958 • 6,642 citations

The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models

1976 • 5,019 citations

The theory and practice of econometrics

1986 • 4,551 citations

Linear Statistical Inference and Its Applications.

1975 • 3,726 citations

Survival Analysis

1981 • 3,421 citations

On the Convergence Properties of the EM Algorithm

1983 • 3,229 citations

Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods

1971 • 2,326 citations

Qualitative Response Models: A Survey

1981 • 2,067 citations

Structural analysis of discrete data with econometric applications

1982 • 2,021 citations

Shadow Prices, Market Wages, and Labor Supply

1974 • 1,862 citations

Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods

1971 • 1,752 citations

Dummy Endogenous Variables in a Simultaneous Equation System

1978 • 1,730 citations

An Econometric Analysis of Residential Electric Appliance Holdings and Consumption

1984 • 1,605 citations

Limited-Dependent and Qualitative Variables in Econometrics.

1984 • 1,258 citations

The statistical analysis of failure time data

1981 • 1,241 citations

Unionism and Wage Rates: A Simultaneous Equations Model with Qualitative and Limited Dependent Variables

1978 • 1,222 citations

Econometric Methods for the Duration of Unemployment

1979 • 1,206 citations

Regression Analysis when the Dependent Variable Is Truncated Normal

1973 • 1,147 citations

The Theory and Practice of Econometrics.

1981 • 866 citations

A Life Cycle Model of Female Labour Supply

1980 • 791 citations

Education and Self-Selection

1979 • 783 citations

Maximum Likelihood Estimation from Incomplete Data

1958 • 613 citations

The Estimation of a Simultaneous Equation Generalized Probit Model

1978 • 519 citations

Methods of Estimation for Markets in Disequilibrium

1972 • 511 citations

Attrition Bias in Experimental and Panel Data: The Gary Income Maintenance Experiment

1979 • 509 citations

Multivariate Regression and Simultaneous Equation Models when the Dependent Variables Are Truncated Normal

1974 • 494 citations

LINEAR STATISTICAL INFERENCE AND ITS APPLICATION

1967 • 486 citations

Some Approaches to the Correction of Selectivity Bias

1982 • 479 citations

Wage Comparisons--A Selectivity Bias

1974 • 429 citations

Specification and Estimation of a Simultaneous-Equation Model with Limited Dependent Variables

1978 • 421 citations

Maximum Likelihood Methods for Models of Markets in Disequilibrium

1974 • 399 citations

A Least Squares Correction for Selectivity Bias

1980 • 373 citations

The Estimation of a Simultaneous-Equation Tobit Model

1979 • 368 citations

Estimating the Economic Model of Crime with Individual Data

1980 • 346 citations

The Effect of Children on the Housewife's Value of Time

1973 • 338 citations

Estimation of some limited dependent variable models with application to housing demand

1978 • 327 citations

An Investigation of the Robustness of the Tobit Estimator to Non-Normality

1982 • 307 citations

The Family, Inheritance, and the Intergenerational Transmission of Inequality

1981 • 304 citations

Dynamic Analysis of Event Histories

1979 • 294 citations

Asymptotic Covariance Matrices of Two-Stage Probit and Two-Stage Tobit Methods for Simultaneous Equations Models with Selectivity

1980 • 291 citations

On the Asymptotic Bias of the Ordinary Least Squares Estimator of the Tobit Model

1981 • 281 citations

A Model of the Supply of Bilateral Foreign Aid

1976 • 276 citations

ABNORMAL SELECTION BIAS

1983 • 275 citations

Neoclassical Theory and the Optimizing Peasant: An Econometric Analysis of Market Family Labor Supply in a Developing Country

1980 • 274 citations

Stochastic Models for Social Processes

1972 • 271 citations

The Determinants of Tariff and Nontariff Trade Restrictions in the United States

1981 • 247 citations

The Economics of Multiple Job Holding

2016 • 240 citations

Social Experimentation, Truncated Distributions, and Efficient Estimation

1977 • 234 citations

Studies in Nonlinear Estimation.

1977 • 231 citations

Models for the Analysis of Labor Force Dynamics

1982 • 229 citations

Testing the Theory of Social Security and Life Cycle Accumulation

2016 • 214 citations

Estimation of the Two-Limit Probit Regression Model

1975 • 207 citations

Education, Unemployment, and Earnings

1979 • 206 citations

Econometric disequilibrium models^∗

1982 • 203 citations

Charitable Contributions: New Evidence on Household Behavior

1979 • 201 citations

On the Asymptotic Properties of Estimators of Models Containing Limited Dependent Variables

1982 • 195 citations

Further evidence on the robustness of the Tobit estimator to heteroskedasticity

1981 • 188 citations

Note on the Uniqueness of the Maximum Likelihood Estimator for the Tobit Model

1978 • 185 citations

A Theory of Extramarital Affairs

1978 • 179 citations

Linear regression after selection

1981 • 171 citations

A Simple Method for Regression Analysis With Censored Data

1979 • 167 citations

Censored regression models with unobserved, stochastic censoring thresholds

1977 • 167 citations

Estimation in truncated samples when there is heteroscedasticity

1979 • 155 citations

Disequilibrium, self-selection, and switching models

1980 • 155 citations

Sample Selectivity and the Estimation of Labor Supply Functions

1980 • 126 citations

A Statistical Model of Friction in Economics

1959 • 122 citations

A Monte Carlo comparison of estimators for censored regression models

1984 • 115 citations

The Use of the Box-Cox Transformation in Limited Dependent Variable Models

1978 • 115 citations

Stochastic Models for Social Processes.

1974 • 105 citations

Returns to College Education: An Investigation of Self-Selection Bias Based on the Project Talent Data

1979 • 104 citations

The estimation of labor supply models using experimental data

1978 • 102 citations

The Effect of Unions on Earnings and Earnings on Unions: A Mixed Logit Approach

1976 • 100 citations

A Comparison of the Labor Force Behavior of Married Women in the United States and Canada, with Special Attention to the Impact of Income Taxes

1981 • 98 citations

A Test for Misspecification in the Censored Normal Model

1981 • 97 citations

Coherency Conditions in Simultaneous Linear Equation Models with Endogenous Switching Regimes

1980 • 96 citations

Job opportunities, the offered wage, and the labor supply of married women

1979 • 87 citations

A Note on a Fair and Jaffee Model

1974 • 86 citations

Some Methodological Issues in the Analysis of Longitudinal Surveys

1976 • 86 citations

Proportional Projections in Limited Dependent Variable Models

1984 • 59 citations

The Evaluation of Results from Truncated Samples: The New Jersey Income Maintenance Experiment

1976 • 58 citations

Product Quality Regulation and New Drug Introductions: Some New Evidence from the 1970s

1981 • 55 citations

The Maximum Likelihood, the Minimum Chi-Square and the Nonlinear Weighted Least-Squares Estimator in the General Qualitative Response Model

1976 • 55 citations

A Dynamic Model of Employment Behavior: An Application to the Seattle and Denver Income Maintenance Experiments

1980 • 52 citations

Parking location and transit demand

1978 • 50 citations

Censored Normal Regression with Measurement Error on the Dependent Variable

1984 • 49 citations

Formulation and Statistical Analysis of the Mixed, Continuous/Discrete Dependent Variable Model in Classical Production Theory

1980 • 49 citations

Estimation of a Simultaneous Equations Model with Jointly Dependent Continuous and Qualitative Variables: The Union-Earnings Question Revisited

1978 • 49 citations

Personal Wealth Transfers

1980 • 48 citations

Estimation of limited dependent variable models by ordinary least squares and the method of moments

1983 • 48 citations

Simultaneous Equations Models with Discrete and Censored Variables

1981 • 46 citations

A Mixed Logit Model of the Relationship between Unionization and Right-to-Work Legislation

1979 • 46 citations

Determinants of the Requested Rate of Return and the Rate of Return Granted in a Formal Regulatory Process

1978 • 43 citations

Regression Analysis When the Dependent Variable is Truncated Lognormal, with an Application to the Determinants of the Duration of Welfare Dependency

1974 • 40 citations

A Simple Method for Regression Analysis with Censored Data

1979 • 40 citations

Application of a Threshold Regression Model to Household Purchases of Automobiles

1975 • 38 citations

A Threshold Regression Model

1969 • 36 citations

The Use of the Box-Cox Transformation in Limited Dependent Variable Models

1978 • 25 citations

Comment on "The Effect of Unions on Earnings and Earnings on Unions: A Mixed Logit Approach"

1978 • 24 citations

An Empirical Analysis of Household Durable Goods Expenditure

1965 • 24 citations

The Evaluation of Results from Truncated Samples: The New Jersey Income Maintenance Experiment

1976 • 22 citations

The Maximum Likelihood, the Minimum Chi-Square and the Nonlinear Weighted Least-Squares Estimator in the General Qualitative Response Model

1976 • 19 citations

The Estimation of Markets in Disequilibrium: The Fixed Supply Case

1976 • 18 citations

A comparison of the Amemiya GLS and the Lee-Maddala-Trost G2SLS in a simultaneous-equations Tobit model

1983 • 18 citations

Analysis of Time Series from Mixed Distributions

1982 • 13 citations

Discrete Stock Adjustment: The Case of Demand for Automobiles

1964 • 12 citations

Disaggregation of Income Maintenance Impacts on Family Earnings

1979 • 11 citations

Mixed logit and fully recursive logit models

1979 • 1 citations