A Control Function Approach to Estimating Dynamic Probit Models with Endogenous Regressors, with an Application to the Study of Poverty Persistence in China

This paper proposes a parametric approach to estimating a dynamic binary response panel data model that allows for endogenous contemporaneous regressors. This approach is of particular value for settings in which one wants to estimate the effects o...

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Bibliographic Details
Main Authors:	Giles, John, Murtazashvili, Irina
Format:	Policy Research Working Paper
Language:	English
Published:	2012
Subjects:	ABSOLUTE VALUE AGRICULTURAL POLICY ASYMMETRIC INFORMATION CONSUMER PRICE INDEX CONSUMPTION GROWTH COVARIANCE MATRIX CULTURAL CHANGE CURRENT POVERTY DEPENDENT VARIABLE DERIVATIVES DETERMINANTS OF POVERTY DEVELOPED WORLD DEVELOPING COUNTRIES DEVELOPING WORLD DEVELOPMENT ECONOMICS DEVELOPMENT RESEARCH DUMMY VARIABLE DUMMY VARIABLES DURABLE DURABLE GOODS DURABLES DYNAMIC PANEL ECONOMIC ACTIVITY ECONOMIC DEVELOPMENT ECONOMIC POLICY ECONOMIC STUDIES ECONOMIC TRANSITION ECONOMICS ECONOMICS LETTERS EDUCATIONAL ATTAINMENT EMPIRICAL APPLICATION EMPIRICAL EVIDENCE EMPIRICAL STUDIES EMPLOYMENT OPPORTUNITIES ERROR TERM ESTIMATES OF POVERTY ESTIMATION RESULTS EXPENDITURE EXPENDITURES EXPLANATORY VARIABLES FARM EMPLOYMENT FARMERS FINANCIAL SUPPORT GEOGRAPHIC POVERTY TRAPS GROWTH RATE HOUSEHOLD COMPOSITION HOUSEHOLD CONSUMPTION HOUSEHOLD CONSUMPTION PER CAPITA HOUSEHOLD INCOME HOUSEHOLD POVERTY HOUSEHOLD SIZE HOUSEHOLD SURVEY HOUSEHOLD SURVEYS HOUSING HUMAN CAPITAL HUMAN DEVELOPMENT HUMAN RESOURCES IMPACT OF MIGRATION IMPACT ON POVERTY IMPACT ON POVERTY REDUCTION INCOME INCOME INEQUALITY INDICATORS OF POVERTY INEQUALITY INSTRUMENT INSURANCE INSURANCE MARKETS INTERNATIONAL BANK INVESTMENT DECISIONS LABOR FORCE LABOR MARKET LABOR MARKETS LABOR SUPPLY LAGGED DEPENDENT LAND HOLDINGS LOCAL ECONOMY MACROECONOMIC SHOCKS MARRIED WOMEN MEAN VALUE MICRO MODEL MIGRANT MIGRANT LABOR NEGATIVE SHOCKS NON-POOR HOUSEHOLDS NORMAL DISTRIBUTION 0 HYPOTHESIS NUMBER OF HOUSEHOLDS NUMBER OF MIGRANTS NUTRITION PERSISTENT POVERTY POLICY CHANGES POLICY DECISIONS POLICY RESEARCH POLICY RESEARCH WORKING PAPER POLITICAL ECONOMY POOR POOR HOUSEHOLDS POPULATION AND DEVELOPMENT POPULATION CENSUS POST-REFORM POVERTY ALLEVIATION POVERTY LINE POVERTY PERSISTENCE POVERTY REDUCTION POVERTY STATUS PROGRESS PROPERTY RIGHTS PUBLIC SERVICES QUALITATIVE DATA RAPID GROWTH REDUCED FORM EQUATION REGISTRATION SYSTEM REMITTANCES REMOTE REGIONS RESIDENCE STATUS RESPECT RETURN RETURNS RURAL RURAL COMMUNITIES RURAL CONSUMER RURAL COUNTIES RURAL ECONOMY RURAL HOUSEHOLD RURAL HOUSEHOLDS RURAL LABOR RURAL LIVING STANDARDS RURAL MIGRANTS RURAL MIGRATION RURAL RESIDENTS RURAL VILLAGES SAVINGS SERIAL CORRELATION SOCIAL NETWORKS STATE UNIVERSITY UNEMPLOYMENT URBAN AREAS URBAN MIGRATION VALUATION VILLAGE LEADERS VILLAGE LEVEL WORKFORCE
Online Access:	http://www-wds.worldbank.org/external/default/main?menuPK=64187510&pagePK=64193027&piPK=64187937&theSitePK=523679&menuPK=64187510&searchMenuPK=64187283&siteName=WDS&entityID=000158349_20100813140147 http://hdl.handle.net/10986/3884

Internet

http://www-wds.worldbank.org/external/default/main?menuPK=64187510&pagePK=64193027&piPK=64187937&theSitePK=523679&menuPK=64187510&searchMenuPK=64187283&siteName=WDS&entityID=000158349_20100813140147
http://hdl.handle.net/10986/3884

A Control Function Approach to Estimating Dynamic Probit Models with Endogenous Regressors, with an Application to the Study of Poverty Persistence in China

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