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Mapping the results of local statistics: Using geographically weighted regression
geographically weighted regression local statistics mapping nonstationarity
2014/11/20
Background: The application of geographically weighted regression (GWR) - a local spatial statistical technique used to test for spatial nonstationarity - has grown rapidly in the social, health, and ...
Measuring the Shadow Economy: Endogenous Switching Regression with Unobserved Separation
shadow economy switch regression income-consumption gap
2012/10/19
We develop an estimator of unreported income, perhaps due to tax evasion, that does not
depend on as strict identifying assumptions as previous estimators based on microeconomic
data. The standard i...
Searching for Rehabilitation in Nonparametric Regression Models with Exogenous Treatment Assignment
bootstrap GAIN nonparametric rehabilitation stochastic dominance treatment effects
2012/10/22
This paper offers some new directions in the analysis of nonparamertric models with exogenous treatment assignment. The nonparametric approach opens the door to the examination of potentially differen...
A Simple Method to Visualize Results in Nonlinear Regression Models
gradient estimation dimensionality kernel smoothing nonlinear mean plots least squares cross validation
2012/10/23
A simple graphical approach to presenting results from nonlinear regression models is described. In the face of multiple covariates, 'partial mean' plots may be unattractive. The approach here is port...
Spouses' Retirement and Hours Outcomes: Evidence from Twofold Regression Discontinuity with Differences-in-Differences
CNRS Sorbonne Economics Research Center Paris 1 University IZA and OFCE Sciences-Po
2012/10/22
Earlier studies conclude that spouses' retirement strategies are not independent from each other and that policies affecting individuals in a couple are also likely to affect the economic behaviour of...
Estimating and Testing a Quantile Regression Model with Interactive Effects
quantile regression panel data interactive effects instrumental variables class size educational attainment
2012/10/22
This paper proposes a quantile regression estimator for a panel data model with interactive effects potentially correlated with the independent variables. We provide conditions under which the slope p...
Labor-Market Returns to the GED Using Regression Discontinuity Analysis
GED high school dropouts
2012/10/23
We evaluate the labor-market returns to General Educational Development (GED) certification using state administrative data. We develop a fuzzy regression discontinuity (FRD) method to account for the...
Impact of Bilingual Education Programs on Limited English Proficient Students and Their Peers: Regression Discontinuity Evidence from Texas
bilingual education
2012/10/23
Texas requires a school district to offer bilingual education when its enrollment of limited English proficient (LEP) students in a particular elementary grade and language is twenty or higher. Using ...
Joint Leisure Before and After Retirement: A Double Regression Discontinuity Approach
leisure ageing retirement regression discontinuity
2012/10/23
In the scant literature on partners' joint retirement decisions one of the explanations for joint retirement is externalities in leisure. In this study, we investigate how retirement affects the hours...
Retirement and Home Production: A Regression Discontinuity Approach
time allocation house work couples
2012/10/18
Existing studies show that individuals who retire replace some private consumption by home production, but do not consider joint behaviour of couples. Here we analyze the causal effect of retirement o...
Can Higher Employment Levels Bring Lower Poverty in the EU? Regression Based Simulations of the Europe 2020 Target
employment growth poverty Europe 2020 household work intensity low pay
2012/10/22
At the European level and in most EU member states, higher employment levels are seen as key to better poverty outcomes. But what can we expect the actual impact to be? Up until now shift-share analys...
The Impact of 'Equal Educational Opportunity' Funds: A Regression Discontinuity Design
school resources disadvantaged students impact evaluation
2012/10/30
Many countries provide extra resources to schools serving disadvantaged pupils. We exploit a discontinuity in the assignment of such personnel subsidies in Flanders to estimate the impact on cognitive...
Returns to Compulsory Schooling in Britain: Evidence from a Bayesian Fuzzy Regression Discontinuity Analysis
Bayesian inference causal effects imperfect compliance natural experiment principal stratification regression discontinuity returns to schooling
2012/10/31
In this paper we reevaluate the returns to education based on the increase in the compulsory schooling age from 14 to 15 in the UK in 1947. We provide a Bayesian fuzzy regression discontinuity approac...
Hedonic regression models using in-house and out-of-house data
Hedonic regression models in-house out-of-house data
2009/4/1
Two data sources used by the Bureau of Labor Statistics to create hedonic regression models have their own distinct advantages and disadvantages; the Bureau performs research on each data source in an...
主讲人
Joshua Angrist 教授
美国麻省理工学院
题目
Quantile RegressionUnderMisspecification, with an Application to the U.S. Wage Structure
时间
2005年4月20日（星期三）下午3:00-4:30
地点
北京大学中国经济研究中心致福轩教室
工作语言
英文
联系电话
62751475
Jos...