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User profiles for author:"Keisuke Hirano"

Keisuke Hirano

Professor of Economics, University of Arizona
Verified email at u.arizona.edu
Cited by 1566

Efficient estimation of average treatment effects using the estimated propensity score

[PDF] from aru.org.bo
Full text - MIT Libraries
K Hirano, GW Imbens… - Econometrica, 2003 - Wiley Online Library
We are interested in estimating the average effect of a binary treatment on a scalar outcome.
If assignment to the treatment is exogenous or unconfounded, that is, independent of the
potential outcomes given covariates, biases associated with simple treatment-control ...
Cited by 661 - Related articles - Library Search - BL Direct - All 28 versions

Estimation of causal effects using propensity score weighting: An application to data on right heart catheterization

[PDF] from chrp.org
Full text - MIT Libraries
K Hirano… - Health Services and Outcomes Research …, 2001 - Springer
We consider methods for estimating causal effects of treatments when treatment assignment
is unconfounded with outcomes conditional on a possibly large set of covariates. Robins
and Rotnitzky (1995) suggested combining regression adjustment with weighting based ...
Cited by 268 - Related articles - BL Direct - All 6 versions

Combining panel data sets with attrition and refreshment samples

[PDF] from ucla.edu
K Hirano, GW Imbens, G Ridder… - 1998 - nber.org
In many fields researchers wish to consider statistical models that allow for more complex
relationships than can be inferred using only cross-sectional data. Panel or longitudinal data
where the same units are observed repeatedly at different points in time can often provide ...
Cited by 71 - Related articles - Library Search - BL Direct - All 18 versions

Semiparametric Bayesian inference in autoregressive panel data models

Full text - MIT Libraries
K Hirano - Econometrica, 2002 - Wiley Online Library
This paper develops Bayesian methods for inference in dynamic panel data models with
individual effects, and applies them to study longitudinal data on earnings from the Panel
Study of Income Dynamics (PSID). We study semiparametric versions of commonly used ...
Cited by 56 - Related articles - BL Direct - All 11 versions

Asymptotic Efficiency in Parametric Structural Models with Parameter‐Dependent Support

[PDF] from arizona.edu
Full text - MIT Libraries
K Hirano… - Econometrica, 2003 - Wiley Online Library
In certain auction, search, and related models, the boundary of the support of the observed
data depends on some of the parameters of interest. For such nonregular models, standard
asymptotic distribution theory does not apply. Previous work has focused on ...
Cited by 47 - Related articles - Library Search - BL Direct - All 23 versions

Asymptotics for statistical treatment rules

[PDF] from uni-muenchen.de
Full text - MIT Libraries
K Hirano… - Econometrica, 2009 - Wiley Online Library
We are grateful to Gary Chamberlain, Michael Jansson, Charles Manski, Ping Yu, numerous
seminar participants, a co-editor, and the referees for comments. Porter thanks the National
Science Foundation for research support under grant SES-0438123.
Cited by 41 - Related articles - All 53 versions

Predictive distributions based on longitudinal earnings data

[PDF] from berkeley.edu
G Chamberlain… - Annales d'Economie et de Statistique, 1999 - JSTOR
Consider an individual trying to forecast his future earnings, in order to guide savings and
other decisions. We envision an individual seeking advice from a financial planner. The
individual provides data on his earnings history and on various personal characteristics ...
Cited by 34 - Related articles - Get it from MIT Libraries - BL Direct - All 18 versions

[PDF] The buy-it-now option, risk aversion, and impatience in an empirical model of eBay bidding

[PDF] from yale.edu
D Ackerberg, K Hirano… - … Manuscript, University of …, 2006 - aida.econ.yale.edu
Abstract [PRELIMINARY AND INCOMPLETE] In 2000, eBay introduced its “buy-it-now”
feature, allowing sellers to post a buy price at which a bidder can end the auction early.
Theory suggests that a buy price can increase the seller's expected revenue if bidders are ...
Cited by 16 - Related articles - View as HTML - All 29 versions

[PDF] Semiparametric Bayesian models for dynamic earnings data

[PDF] from psu.edu
K Hirano - Essays on the econometric analysis of panel data. Ph. …, 1998 - Citeseer
Abstract This paper develops semiparametric Bayesian methods for modeling dynamic
linear panel data models, and applies them to longitudinal data on labor earnings from the
Panel Study of Income Dynamics. Motivated by recent structural models of optimal ...
Cited by 10 - Related articles - View as HTML - All 4 versions

[PDF] Decision theory in econometrics

[PDF] from arizona.edu
K Hirano - The New Palgrave Dictionary of Economics, 2nd …, 2008 - econ.eller.arizona.edu
Abstract The decision-theoretic approach to statistics and econometrics explicitly specifies a
set of models under consideration, a set of actions that can be taken, and a loss function that
quantifies the value to the decision-maker of applying a particular action when a particular ...
Cited by 6 - Related articles - View as HTML - All 7 versions

[CITATION] The Propensity Score with Continuous Treatments

GW Imbens… - Draft of the Chapter “Missing Data and Bayesian …, 2004
Cited by 5 - Related articles

[CITATION] VThe Propensity Score with Continuous Treatments, V in A. Gelman and X. $ L. Meng (eds.), Applied Bayesian Modeling and Causal Inference from …

K Hirano… - 2004 - New York: Wiley
Cited by 5 - Related articles

[CITATION] Geert Ridder (2000)“Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score,”

K Hirano… - NBER Working Paper
Cited by 5 - Related articles

[CITATION] pThe Propensity Score with Continuous Treat& mentsq

K Hirano… - Applied Bayesian Modeling and Causal Inference from …, 2004
Cited by 4 - Related articles

[PDF] Adaptive experimental design using the propensity score

[PDF] from amstat.org
Full text - MIT Libraries
J Hahn, K Hirano… - Journal of Business and Economic Statistics, 2011 - ASA
Many social experiments are run in multiple waves or replicate earlier social experiments. In
principle, the sampling design can be modified in later stages or replications to allow for
more efficient estimation of causal effects. We consider the design of a two-stage ...
Cited by 4 - Related articles - View as HTML - All 47 versions

[PDF] Essays on the econometric analysis of panel data

[PDF] from arizona.edu
K Hirano - 1998 - u.arizona.edu
Abstract This dissertation addresses econometric inference in panel data. The first essay,"
Predictive Distributions based on Longitudinal Earnings Data," uses longitudinal data on
individual labor earnings from the Panel Study of Income Dynamics (PSID) to generate ...
Cited by 4 - Related articles - View as HTML - Library Search - All 2 versions

[CITATION] 0Efficient Estimation of AvM erage Treatment Effects using Propensity Score1, 2002 revised version of NBER Working Paper

K Hirano, G Imbens… - T0251, March, 2000
Cited by 3 - Related articles

A semiparametric model for labor earnings dynamics

K Hirano - Practical Nonparametric and Semiparametric Bayesian …, 1998 - Springer
We apply semiparametric Bayesian methodology to produce predictive distributions for labor
earnings of individuals in the US, based on longitudinal data from the Panel Study of Income
Dynamics. We generalize conventional models for earnings dynamics, by allowing the ...
Cited by 2 - Related articles - BL Direct - All 2 versions

[CITATION] Optimal forecasting under data revisions

M Dwyer… - Unpublished working paper, 2000
Cited by 2 - Related articles

Robustness to Parametric Assumptions in Missing Data Models

[PDF] from yale.edu
Full text - MIT Libraries
BS Graham… - The American Economic Review, 2011 - ingentaconnect.com
... 1998). Unfortunately, in many applications it is common for K to be large and M k
to be small (at Robustness to Parametric Assumptions in Missing Data Models By
Bryan S. Graham and Keisuke Hirano* * Graham: Department ...
Cited by 1 - Related articles - All 17 versions

Design of randomized experiments to measure social interaction effects

Full text - MIT Libraries
K Hirano… - Economics Letters, 2010 - Elsevier
Your selection(s) could not be saved due to an internal error. Please try again. ... Received 30
January 2009. Revised 10 September 2009. Accepted 16 September 2009. Available online
29 September 2009. ... We consider randomized experiments with two levels of ...
Cited by 1 - Related articles - All 5 versions

[PDF] Design of Randomized Experiments to Measure Social Interaction Effects

[PDF] from arizona.edu
J Hahn… - forthcoming in Economics Letters, 2009 - econ.arizona.edu
Abstract We consider the use of randomized experiments to measure social interaction
effects. Randomization at two levels—across groups and within groups—can resolve an
omitted variables problem for a linear-in-means model of endogenous social interactions. ...
Cited by 1 - Related articles - View as HTML - All 7 versions

[PDF] INDEX TO VOLUME 28 (2010)

[PDF] from amstat.org
GW Bassett Jr, RA Briesch, PK Chintagunta… - Journal of Business & …, 2010 - ASA
Aguirregabiria, Victor, “Another Look at the Identification of Dynamic Discrete Decision
Processes: An Application to Retirement Behavior,” 201 Anatolyev, Stanislav, and
Gospodinov, Nikolay, “Modeling Fi- nancial Return Dynamics via Decomposition,” 232 ...
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[PDF] Identification of Time and Risk Preferences in Buy Price Auctions

[PDF] from yale.edu
D Ackerberg, K Hirano… - 2011 - mailhost.econ.yale.edu
Abstract Buy price auctions merge a posted price option with a standard bidding
mechanisms, and have been used by various online auction sites including eBay and
GMAC. A buyer in a buy price auction can accept the buy price to win with certainty and ...
Related articles - View as HTML - All 17 versions

[PDF] Asymptotic Efficiency in Parametric Structural Models with

[PDF] from psu.edu
K Hirano… - 2001 - Citeseer
Abstract In certain auction, search, and related models, the boundary of the support of the
observed data depends on some of the parameters of interest. For such nonregular models,
standard asymptotic distribution theory does not apply. Previous work has focused on ...
Related articles - View as HTML

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

KH Ucla, G Ridder, J Hahn… - 2000 - en.scientificcommons.org
Abstract We are interested in estimating the average e ect of a binary treatment on a scalar
outcome. If assignment to the treatment is independent of the potential outcomes given
pretreatment variables, biases associated with simple treatment-control average ...
Related articles - Cached - All 3 versions

[PDF] CENTER FOR LAW, ECONOMICS AND ORGANIZATION RESEARCH PAPER SERIES

[PDF] from 128.125.42.47
K Hirano, GW Imbens… - 128.125.42.47
Abstract We are interested in estimating the average effect of a binary treatment on a scalar
outcome. If assignment to the treatment is unconfounded, that is, independent of the
potential outcomes given covariates, biases associated with simple treatment-control ...
Related articles - View as HTML - All 11 versions

Editors' Report 2009

Full text - MIT Libraries
A Lewbel, S Ng, K Hirano… - Journal of Business and …, 2010 - Taylor & Francis
Journal of Business & Economic Statistics (JBES) for 2009, but only handled the new
submissions up to June 30, 2009. After that date all new manuscript submissions were
handled by the incoming co-editors, Keisuke Hirano and Jonathan Wright. The number of ...
All 7 versions

[PDF] Identification of Time and Risk Preferences in Buy Price Auctions

[PDF] from missouri.edu
K Hirano - economics.missouri.edu
Abstract Buy price auctions merge a posted price option with a standard bidding
mechanisms, and have been used by various online auction sites including eBay and
GMAC. A buyer in a buy price auction can accept the buy price to win with certainty and ...
View as HTML

[PDF] Economics 232F, Lecture Note 1: Two Examples

[PDF] from berkeley.edu
K Hirano - 2000 - emlab.berkeley.edu
This course will cover statistical decision theory and Bayesian analysis in econometrics. By
way of introduction to some of the key themes (and some of the notation), we will start by
examining two examples of Bayesian analysis, one purely statistical, the other motivated ...
Related articles - All 4 versions

[CITATION] FRS-082 Influence of the Overlapping Part of Multiple Overlapping Cypher Stent for Complex Lesion (New PCI-2 (IHD) FRS17, Featured Research …

Full text - MIT Libraries
T Orita, T Muramatsu, R Tsukahara, Y Itou… - … journal: official journal …, 2006 - ci.nii.ac.jp
Cached - All 2 versions

[CITATION] Combining Panel Data Sets with Attrition and Refreshment Samples (with Guido Imbens, Geert Ridder, and Donald Rubin)

K Hirano

[PDF] Impossibility Results for Bounds Estimation (preliminary and incomplete)

[PDF] from ucla.edu
K Hirano… - econ.ucla.edu
Abstract We consider estimation of bounds determined by multiple features of the data, such
as bounds arising from two or more moment inequalities. In such problems, conventional
estimators of the boundaries are known to be biased, and test statistics do not have ...
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[CITATION] Estimating Average Treatment Effects with Continuous Treatments, using Generalized Propensity Scores

K Hirano

[PDF] E cient Estimation of Average Treatment E ects Using the Estimated Propensity Score

[PDF] from psu.edu
KH UCLA… - 2000 - Citeseer
Abstract We are interested in estimating the average effect of a binary treatment on a scalar
outcome. If assignment to the treatment is independent of the potential outcomes given
pretreatment variables, biases associated with simple treatment-control average ...
Related articles - View as HTML

Editors' Report 2011

Full text - MIT Libraries
K Hirano… - Journal of Business and Economic Statistics, 2011 - ASA
The total number of new submissions to JBES rose to 328 in 2010, and we received 186
new submissions in the first six months of 2011, as shown in Table 1. Thanks to the hard
work of the Associate Editors and referees, manuscript turnaround times have continued ...
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[PDF] Location Properties of Point Estimators in Linear Instrumental Variables and Related Models

[PDF] from arizona.edu
K Hirano… - 2011 - econ.arizona.edu
Abstract We examine statistical models, including the workhorse linear instrumental
variables model, in which the mapping from the reduced form distribution to the structural
parameters of interest is singular. The singularity of this mapping implies certain ...
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The Zellner Thesis Award in Business and Economic Statistics

[PDF] from amstat.org
K Hirano, J Wright, RA Davis… - Journal of Business & …, 2009 - Taylor & Francis
The Business and Economic Statistics Section of the American Statistical Association
announces the competition for the 2010 Zellner Thesis Award. The award is named for
Arnold Zellner, past Chair of the Business and Economic Statistics Section, past President ...
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[CITATION] Assessing the Effect of an Influenza Vaccine in an Encouragement Design (with Guido Imbens, Donald Rubin, and Xiao-Hua Zhou)

K Hirano

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