Robert A. Moffitt

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Robert A. Moffitt

Economics

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#2053

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Economics

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According to Wikipedia, Robert Allen Moffitt is an American economist; he is currently the Krieger-Eisenhower Professor of Economics at Johns Hopkins University. His areas of research include the economics of tax and transfer programs, especially welfare programs, the analysis of earnings instability in the labor market, the economics of the family, and applied microeconometrics.

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Robert A. Moffitt's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

The Uses of Tobit Analysis (1980) (1942)
An Economic Model of Welfare Stigma (1983) (1235)
Incentive Effects of the U.S. Welfare System: A Review (1992) (1194)
A COMPUTATIONALLY EFFICIENT QUADRATURE PROCEDURE FOR THE ONE-FACTOR MULTINOMIAL PROBIT MODEL (1982) (766)
Policy Interventions, Low-Level Equilibria, and So-cial Interactions (1999) (742)
A Structural Model of Multiple Welfare Program Participation and Labor Supply (1998) (640)
Unemployment insurance and the distribution of unemployment spells (1985) (490)
Identification of Causal Effects Using Instrumental Variables: Comment (1996) (384)
The Estimation of Wage Gains and Welfare Gains in Self-selection (1987) (354)
Identification and estimation of dynamic models with a time series of repeated cross-sections (1993) (353)
Means-Tested Transfer Programs in the United States (2003) (343)
Trends in the Transitory Variance of Earnings in the United States (2002) (342)
The Effect of Welfare on Marriage and Fertility (1998) (297)
Productivity Growth and the Phillips Curve (2001) (278)
The Rising Instability of U.S. Earnings (2009) (254)
An Analysis of the Impact of Sample Attrition on the Second Generation of Respondents in the Michigan Panel Study of Income Dynamics (1998) (243)
The Econometrics of Piecewise-Linear Budget Constraints A Survey and Exposition of the Maximum Likelihood Method (1986) (236)
Program Evaluation With Nonexperimental Data (1991) (230)
The Effect of Unemployment Insurance on Unemployment: The Case of Federal Supplemental Benefits (1982) (229)
A Time Series Analysis of Representative Agent Models of Consumption and Leisure Choice under Uncertainty (2007) (228)
The effect of food stamps on labor supply: A bivariate selection model (1988) (227)
Mothers' Transitions from Welfare to Work and the Well-Being of Preschoolers and Adolescents (2003) (226)
The Estimation of a Joint Wage-Hours Labor Supply Model (1984) (226)
The Econometrics of Kinked Budget Constraints (1990) (215)
The Joint Choice of Retirement Age and Postretirement Hours of Work (1985) (209)
The Econometrics of Data Combination (2007) (207)
Taxation and the Labor Supply: Decisions of the Affluent (1998) (202)
Real Wages over the Business Cycle: Estimating the Impact of Heterogeneity with Micro Data (1988) (199)
Profiles of fertility, labour supply and wages of married women: a complete life-cycle model. (1984) (186)
The Deserving Poor, the Family, and the U.S. Welfare System (2015) (178)
New Developments in Econometric Methods for Labor Market Analysis (1999) (172)
The Effect of the Medicaid Program on Welfare Participation and Labor Supply (1990) (170)
Estimating the Value of an In-Kind Transfer: The Case of Food Stamps (1989) (168)
Remarks on the analysis of causal relationships in population research (2005) (167)
An Estimate of a Sectoral Model of Labor Mobility (1990) (165)
The Effect of Pre-PRWORA Waivers on AFDC Caseloads and Female Earnings, Income, and Labor Force Behavior (1999) (156)
Changes in Job Instability and Insecurity Using Monthly Survey Data (1999) (154)
Welfare Effects on Female Headship with Area Effects (1994) (133)
Trends in the Transitory Variance of Male Earnings (2008) (127)
The effects of grants-in-aid on state and local expenditures: The case of AFDC (1984) (127)
An Assessment of the Effectiveness of Anti-Poverty Programs in the United States (2011) (125)
Dietary Effects of the Food Stamp Program (1991) (119)
Trends in the Transitory Variance of Male Earnings in the U.S., 1970-2004 (2011) (116)
Trends in the covariance structure of earnings in the U.S.: 1969–1987 (2011) (107)
The Great Recession and the Social Safety Net (2013) (101)
The effect of the U.S. welfare system on marital status. (1990) (99)
Sample Attrition in Panel Data: The Role of Selection on Observables (1999) (97)
Effective Tax Rates and Guarantees in the AFDC Program, 1967-1982 (1985) (95)
The Decline of Welfare Benefits in the U.S.: The Role of Wage Inequality (1996) (89)
Food Stamps, Temporary Assistance for Needy Families and Food Hardships in Three American Cities (2009) (87)
Welfare Dependence: Concepts, Measures, and Trends (1994) (87)
From Welfare to Work: What the Evidence Shows (2002) (87)
Economics of Means-Tested Transfer Programs in the United States: Introduction to Volume I (2015) (86)
Trends in the Transitory Variance of Male Earnings: Methods and Evidence (2012) (85)
The Characteristics of Families Remaining on Welfare. Working Paper. Welfare, Children, and Families: A Three-City Study. (2002) (84)
Long Run Trends in Unemployment and Labor Force Participation in China (2015) (80)
The Role of Randomized Field Trials in Social Science Research (2002) (79)
Estimating Marginal Treatment Effects in Heterogeneous Populations (2008) (74)
Welfare Benefits and Female Headship in U.S. Time Series (2000) (72)
Estimating Dynamic Models of Quit Behavior: The Case of Military Reenlistment (1995) (71)
Five Years-After: The Long-Term Effects of Welfare-to-Work Programs. (1998) (69)
The War on Poverty: Measurement, Trends, and Policy. (2015) (68)
The effect of employment and training programs on entry and exit from the welfare caseload (1996) (63)
HAS STATE REDISTRIBUTION POLICY GROWN MORE CONSERVATIVE? (1988) (61)
The Dynamics of Food Stamp Program Participation in the Early 1990s. Princeton, NJ: Mathematica Policy Research (1998) (60)
The Tobit Model, Hours of Work and Institutional Constraints (1982) (59)
Chapter 34 Welfare programs and labor supply (2002) (58)
Welfare, the family, and reproductive behavior : research perspectives (1998) (56)
Handedness and earnings (2006) (55)
Trends in the Covariance Structure of Earnings in the United States: 1969-1987 (1993) (53)
Chapter 75 The Econometrics of Data Combination (2007) (52)
The Role of Non-Financial Factors in Exit and Entry in the TANF Program (2003) (52)
Welfare Work Requirements with Paternalistic Government Preferences (2006) (50)
An Assessment of the Effectiveness of Antipoverty Programs in the United States (2012) (49)
Changing Caseloads: Macro Influences and Micro Composition (2005) (49)
Beyond single mothers: Cohabitation and marriage in the AFDC program (1998) (48)
Special Report Series (1988) (47)
Welfare, the Family, and Reproductive Behavior (1998) (47)
Welfare reform: the US experience (2008) (46)
The Reversal of the Employment-Population Ratio in the 2000s: Facts and Explanations (2012) (44)
Trends in the Variances of Permanent and Transitory Earnings in the U.S. and Their Relation to Earnings Mobility (1995) (44)
The Labor Supply Response in the Gary Experiment (1979) (44)
The dynamics of job separation: The case of federal employees (1990) (42)
Causal Analysis in Population Research: An Economist's Perspective (2003) (42)
Trends in the Level and Distribution of Income Support (2009) (42)
Income Volatility and the Psid: Past Research and New Results (2018) (38)
Disadvantage Among Families Remaining on Welfare (2002) (38)
Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Comment (2001) (38)
Health care coverage for children who are on and off welfare. (1997) (37)
Optimal life-cycle profiles of fertility and labor supply. (1984) (37)
Social Security, Earnings Tests, and Age at Retirement (1986) (35)
Underreporting and Experimental Effects on Work Effort: Evidence from the Gary Income Maintenance Experiment (1981) (34)
Introduction to the Symposium on the Econometrics of Matching (2004) (33)
Trends in Social Security Wealth by Cohort (1984) (33)
Work Incentives in the AFDC System: An Analysis of the 1981 Reforms (1986) (33)
Participation in the AFDC Program and the Stigma of Welfare Receipt: Estimation of a Choice-Theoretic Model (1981) (33)
Tax Rates and Work Incentives in the Social Security Disability Insurance Program: Current Law and Alternative Reforms (1997) (32)
The Determinants of Marriage and Cohabitation Among Disadvantaged Americans: Research Findings and Needs (2003) (31)
A problem with the negative income tax (1985) (30)
Historical Growth in Participation in Aid to Families with Dependent Children: Was There a Structural Shift? (1987) (29)
A New Index to Value In-Kind Benefits (1991) (28)
Explaining Welfare Reform: Public Choice and the Labor Market (1999) (28)
The U.S. Employment-Population Reversal in the 2000s: Facts and Explanations (2012) (27)
Experienced-Based Measures of Heterogeneity in the Welfare Caseload (2001) (27)
COVID‐19 and the US Safety Net (2020) (26)
Child Age and Gender Differences in Food Security in a Low-Income Inner-City Population (2016) (25)
Welfare Reform and the Labor Market (2018) (25)
Welfare Reform in the Mid-2000s: How African American and Hispanic Families in Three Cities Are Faring (2009) (23)
Does it pay to move from welfare to work? A comment on Danziger, Heflin, Corcoran, Oltmans, and Wang (2005) (23)
In Defense of the NSF Economics Program (2016) (22)
Welfare Reform: The U.S. Experience (2008) (22)
The Diversity of Welfare Leavers. Welfare, Children & Families: A Three City Study. Policy Brief. (2000) (21)
State AFDC rules regarding the treatment of cohabitors: 1993. (1994) (21)
Beyond Single Mothers: Cohabitation, Marriage, and the U.S. Welfare System (1995) (21)
Estimating Marginal Returns to Higher Education in the UK (2007) (20)
Multiple Program Participation and the SNAP Program (2014) (20)
The Diversity of Welfare Leavers. Welfare, Children, and Families: A Three-City Study. Working Paper. (2000) (20)
Models of treatment effects when responses are heterogeneous. (1999) (20)
How Families Are Doing Nine Years After Welfare Reform: 2005 Evidence from the Three-City Study (2009) (19)
Cumulative Effective Tax Rates and Guarantees in Low-Income Transfer Programs (1979) (18)
Cohort trends in the lifetime distribution of female family headship in the United States, 1968–1985 (1995) (18)
The Characteristics of Families Remaining on Welfare. Policy Brief. Welfare, Children & Families: A Three-City Study. (2002) (18)
Rasch Analyses of Very Low Food Security among Households and Children in the Three City Study. (2016) (18)
Job Instability and Insecurity for Males and Females in the 1980s and 1990s (1998) (17)
The Work Incentives of AFDC Tax Rates: Reconciling Different Estimates (1991) (17)
Postwar fertility cycles and the Easterlin hypothesis: a life-cycle approach. (1982) (16)
Welfare Rules, Incentives, and Family Structure (2015) (16)
The Changing Circumstances of Marriage and Fertility in the United States (1998) (15)
The Correlates and Consequences of Welfare Exit and Entry: Evidence from the Three-City Study. Working Paper. (2003) (14)
Medicaid, Welfare Dependency, and Work: Is There a Causal Link? (1993) (14)
The Effect of SNAP and School Food Programs on Food Security, Diet Quality, and Food Spending: Sensitivity to Program Reporting Error (2018) (14)
Selection Bias Adjustment in Treatment-Effect Models as a Method of Aggregation (1996) (14)
The Effect of Ignoring Heteroscedasticity on Estimates of the Tobit Model (1983) (14)
Trends in Cumulative Marginal Tax Rates Facing Low-Income Families, 1997–2007 (2016) (14)
The U.S. safety net and work incentives: the Great Recession and beyond. (2015) (13)
Reconciling Trends in Volatility: Evidence from the Sipp Survey and Administrative Data (2020) (12)
Assessing the need for a new nationally representative household panel survey in the United States. (2015) (12)
A Note on the Effect of Taxes and Transfers on Labor Supply (1979) (12)
Lone Parenthood: An Economic Analysis (1994) (11)
Issues in the Estimation of Causal Effects in Population Research, with an Application to the Effects of Teenage Childbearing (2009) (11)
The PSID and Income Volatility: Its Record of Seminal Research and Some New Findings (2018) (11)
Estimating Trends in Male Earnings Volatility with the Panel Study of Income Dynamics (2020) (11)
Forecasting the Effects of Scaling Up Social Programs : An Economics Perspective (2004) (10)
Welfare Reform and Abortion (1998) (10)
Session 2: Changing Caseloads: Macroeconomic Influences and Microeconomic Composition (2001) (10)
Demographic behavior and the welfare state (1989) (10)
Work Incentives in Transfer Programs (Revisited) (1985) (10)
Balancing data privacy and usability in the federal statistical system (2022) (10)
WELFARE BENEFITS AND FEMALE HEADSHIP IN (2000) (10)
Covid-19 and the U.S. Safety Net (2020) (9)
Cohort trends in the lifetime distribution of female headship in the U.S. 1968-1985. (1993) (9)
Semiparametric estimation of the canonical permanent‐transitory model of earnings dynamics (2019) (9)
Cohabitation and Marriage Rules in State TANF Programs (2009) (9)
Make Research Data Public?---Not Always so Simple: A Dialogue for Statisticians and Science Editors (2010) (9)
The idea of a negative income tax : Past , present , and future (2004) (9)
Unemployment benefits and unemployment (2014) (9)
Special issue on empirical analysis of social interactions (2003) (8)
Residue Analysis in the Dairy Industry (1963) (8)
The Estimation of Fertility Equations on Panel Data (1984) (8)
The Effect of Welfare on Child Outcomes (1998) (8)
Variable Earnings and Nonlinear Taxation (1983) (8)
A primer on U.S. welfare reform (2008) (8)
Report of the Editor: American Economic Review (2005) (7)
The Effect of the 1981 Omnibus Budget Reconciliation Act on Welfare Recipients and Work Incentives (1987) (7)
The Effect of Transfer Programs on Labor Supply in the Presence of Preference Heterogeneity and Variable Takeup (2004) (7)
Evaluating the effects of changes in AFDC: Methodological issues and challenges (1985) (7)
The Effect of Tax and Transfer Programs on Labor Supply: The Evidence from the Income Maintenance Experiments (2012) (7)
The Labor Market Replacement Effect of a Negative Income Tax (1979) (7)
Entitlements: Options for Reforming the Social Safety Net in the United States (2019) (7)
Optimal Household Labor Income Tax and Transfer Programs (2007) (6)
Reconciling Trends in U.S. Male Earnings Volatility: Results from a Four Data Set Project (2020) (6)
Milton Friedman, the Negative Income Tax, and the Evolution of US Welfare Policy (2002) (6)
Introduction to "Means-Tested Transfer Programs in the United States" (2003) (6)
Changing Family Formation Behavior Through Welfare Reform (1998) (6)
Metropolitan Decentralization and City-Suburb Wage Differentials (1977) (6)
Report of the Editor: American Economic Review (with Appendix by Philip J. Glandon) (2011) (5)
Four decades of antipoverty policy: Past developments and future directions (2007) (5)
Determination of Lead in Evaporated Milk by Atomic Absorption Spectrophotometry and Anodic Stripping Voltammetry: Collaborative Study (1973) (5)
Choosing Among Alternative Nonemperimental Methods for Estimating the Impact of Social Programs: The Case of Manpower Training: Comment (1989) (5)
Evaluating comprehensive state welfare reform : the Wisconsin Works program (2000) (5)
Introduction to "Economics of Means-Tested Transfer Programs in the United States, volume 1" (2015) (4)
Explaining Disparate Findings on from the Three-City and the MDRC Next Generation Studies on the Employment and Welfare Impacts on Children and Adolescents (2004) (3)
Evaluating Welfare Reform in an Era of Transition (2016) (3)
The High Cost of Good Intentions: A History of U.S. Federal Entitlement Programs (2018) (3)
Elevated endothelin-1 levels and persistent stage IV hypertension in a nonvolume overloaded anephric patient. (1996) (3)
Reply to comment by glenn gotz on “the dynamics of job separation: The case of federal employees” (1990) (3)
Reconciling Trends in U.S. Male Earnings Volatility: Results from Survey and Administrative Data (2022) (3)
The Safety Net Response to the Covid-19 Pandemic Recession and the Older Population (2022) (2)
Research and Evaluation Needs (1998) (2)
Book Review:Social Experimentation Jerry A. Hausman, David A. Wise (1986) (2)
Framework for Analysis of Female Paid Labor; Supply in Islamic Emena Countries (1991) (2)
A New Household Panel in the U.S. (2010) (2)
Commentary on who participates in the National School Lunch Program and the School Breakfast Program. (1995) (2)
Introduction to the Journal of Human Resources Special Issue on Data Quality (2001) (2)
Labor Supply and the Payroll Tax: Note (1977) (2)
Irp Discussion Papers Assessing the Effects of the 1981 Federal Afdc Legislation on the Work Effort of Women Heading Households: a Framework for Analysis and the Evidence to Date (2)
Modelling and empirical evaluation of labour supply behavior, Isolde Woittiez. Springer‐Verlag, 1991, ISBN 3‐540‐54054‐7, pp. 232 (1993) (2)
Welfare, the family, and reproductive behavior : report of a meeting (1998) (2)
The Supplemental Poverty Measure: A New Method for Measuring Poverty (2022) (1)
The Effect of a Negative Income Tax on Work Effort (1982) (1)
Economics of Means-Tested Transfer Programs: Introduction (2015) (1)
A Review of U.S. Federal and State Means-Tested Programs (2018) (1)
Irp Discussion Papers Assessing the Effects of the 1981 Federal Afdc Legislation on the Work Effort of Welfare Recipients: a Framework for Analysis and the Evidence to Date (2007) (1)
Reconciling Trends in Male Earnings Volatility: Evidence from the SIPP Survey and Administrative Data (2022) (1)
LABOR SUPPLY AND TAXES January 1996 (2002) (1)
Policy approaches to reducing poverty and deep poverty among children (1)
Welfare Reform: An Economist's Perspective (1993) (1)
Rapid dialysis of milk products for automatic amino acid analysis. (1965) (1)
Disequilibrium econometrics and non-linear budget constraints (1980) (1)
The Role of Ethnographic and Qualitative Research in Learning about the Low-Income Population (2019) (1)
Direct determination of lead in evaporated milk and apple juice by anodic stripping voltammetry: collaborative study. (1983) (1)
Understanding Poverty (Book) (2004) (1)
Estimating Average and Marginal Treatment Effects in Heterogeneous Populations (2007) (1)
Poor Support: Poverty in the American Family.David T. EllwoodThe Prisoners of Welfare: Liberating America's Poor from Unemployment and Low Wages.David Raphael Riemer (1990) (1)
The Marginal Labor Supply Disincentives of Welfare Reforms (2019) (1)
Report of the EditorAmerican Economic Review (2010) (1)
The Three-City Study Incentive Experiment: Results from the First Two Waves (2004) (1)
Tax Policy and the Economy, Volume 33 (2019) (1)
The Marginal Labor Supply Disincentives of Welfare: Evidence from Administrative Barriers to Participation (2022) (1)
Book Review: Industrial Relations, Politics, and Government: Welfare and Work Incentives: A North European Perspective (1995) (0)
Summary of Observations and Recommendations (2001) (0)
Acknowledgments (2022) (0)
Economic and Social Security and Substandard Working Conditions (1998) (0)
Tax Policy and the Economy, Volume 32 (2018) (0)
Introduction to "Tax Policy and the Economy, Volume 31" (2016) (0)
Acknowledgments (2021) (0)
American Family Diaries: AN ETHNOGRAPHIC APPROACH TO UNDERSTANDING BARRIERS TO OPPORTUNITY (2018) (0)
Committee on Population 1997-1998 (1998) (0)
Acknowledgments (2020) (0)
THE ESTIMATION OF FOOD STAMP SELF-SELECTION MODELS USING THE METHOD OF SIMULATION (1992) (0)
Chapter Eight. Multiple Program Participation and the SNAP Program (2020) (0)
Comparison of the Phasic and Chromatographic Methods for Analysis of Carotene in Dehydrated Alfalfa (1956) (0)
Board on Children, Youth, and Families 1997–1998 (1998) (0)
Electrolytic determination of surface lead in empty metal containers. (1978) (0)
Introduction (2019) (0)
ABSTRACT Welfare Rules, Incentives, and Family Structure * (2015) (0)
Book Review: Income and Social Security and Substandard Working Conditions: Five Years After: The Long-Term Effects of Welfare-to-Work Programs (1998) (0)
3. Economics and the Earned Income Tax Credit (2010) (0)
Tax Policy and the Economy, Volume 35 (2020) (0)
Welfare reform and child well-being [2] (multiple letters) (2003) (0)
Wealth by Cohort (1984) (0)
Improvements in Paper Chromatographic Technique for PesticideDeterminations (1961) (0)
CDECOMPOSE: Stata module to estimate canonical permanent-transitory state space models (2020) (0)
Effects of Welfare on the Family (1998) (0)
Trends in the Welfare System (1998) (0)
Institute for Research on Poverty Discussion Papers Structure of Earnings In (1993) (0)
Welfare reform four years later: progress and prospects - summary of observations and recommendations (2001) (0)
Introduction (2020) (0)
A. B. Atkinson, The Economic Consequences of Rolling Back the Welfare State (2001) (0)
Tax Policy and the Economy, Volume 34 (2019) (0)
Introduction (2021) (0)
Introduction (2017) (0)
Replication data for: In Defense of the NSF Economics Program (2019) (0)
Book reviews (1977) (0)
Unemployment benefits and unemployment The challenge of unemployment benefits is to protect workers while minimizing undesirable side effects (2014) (0)
Book Review: Economic and Social Security and Substandard Working Conditions: Understanding Poverty (2004) (0)
Introduction to the special issue on welfare reform and demographic outcomes by Robert A. Moffitt and David C. Ribar (2004) (0)
Acknowledgments (2019) (0)
Figure 3-1, [Dollars spent on income support...]. (1998) (0)
Labor Force Participation among the Economically Disadvantaged. Background Paper No. 22. (1989) (0)
Book Review: Economic and Social Security and Substandard Working Conditions: It Takes a Nation: A New Agenda for Fighting Poverty (1998) (0)
Front matter, Means-Tested Transfer Programs in the United States (2003) (0)
CHAPTERS IN EDITED VOLUMES 08-02 (2008) (0)
The Effect of the COVID-19 Pandemic Recession on Less Educated Women's Human Capital: Some Projections (2022) (0)
Pay to Move from Welfare to Work ? Reply to (2005) (0)
Report: American Economic Association Committee on Statistics (AEAStat) (2017) (0)
Vertical integration in the US cable industry (2006) (0)
Welfare and Work (2015) (0)
Book reviews (1980) (0)
Using SIPP for the Study of Program Participation (1992) (0)
Preface to "Economics of Means-Tested Transfer Programs in the United States, volume 2" (2015) (0)
Take-Up of Social Benefits (2022) (0)
City-Suburb Wage Differentials (1977) (0)
Front Matter and Editor's Note (2011) (0)
Introduction to “The Effect of Tax and Transfer Programs on Labor Supply: The Evidence from the Income Maintenance Experiments” (2012) (0)
Tax Policy and the Economy, Volume 31 (2017) (0)
Editor,American Economic Review (2006) (0)
Effects of Welfare on Marriage, Fertility, and Abortion (1998) (0)
The Supplemental Expenditure Poverty Measure: A New Method for Measuring Poverty (2022) (0)
I. Identification of Trends in Transitory Variances (2008) (0)
Online Appendix to “Income Volatility and the PSID: (2018) (0)
Erratum to: Cohort Trends in the Lifetime Distribution of Female Family Headship in the U.S., 1968–1985 (1995) (0)
Sicker and Poorer? The Role of Health Status for Welfare Leavers (2006) (0)
The power of maximization theory (1981) (0)
The lagged effect of the 1981 federal AFDC legislation on work effort (1986) (0)
EQUATIONS ON PANEL DATA (2016) (0)
Trends in Marriage and Fertility (1998) (0)
Contrasting calculations of marginal tax rates. (2015) (0)
Rapid direct determination of lead in evaporated milk by anodic stripping voltammetry without sample pretreatment. (1983) (0)
Report: Committee on Government Relations (2013) (0)
Robert Moffitt Interview, October 1984 (1984) (0)
Robert Moffitt Interview (1984) (0)
Title : Means-Tested Transfer Programs in the United States (2003) (0)
Causal Analysis in Population Research (2016) (0)
Introduction (2018) (0)
Introduction (2022) (0)

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