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Related Publications
(90)
Identification of Causal Effects using Instrumental Variables
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Econometric Analysis of Cross Section and Panel Data
Econometric Analysis of Cross Section and Panel Data,Jeffrey M. Wooldridge
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Econometric Analysis of Cross Section and Panel Data
(
Citations: 4828
)
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Jeffrey M. Wooldridge
This graduate text provides an intuitive but rigorous treatment of contemporary methods used in microeconometric research. The book makes clear that applied microeconometrics is about the estimation of marginal and treatment effects, and that
parametric estimation
is simply a means to this end. It also clarifies the distinction between causality and statistical association. The book focuses specifically on
cross section
and
panel data
methods. Population assumptions are stated separately from sampling assumptions, leading to simple statements as well as to important insights. The unified approach to linear and nonlinear models and to
cross section
and
panel data
enables straightforward coverage of more advanced methods. The numerous endofchapter problems are an important component of the book. Some problems contain important points not fully described in the text, and others cover new ideas that can be analyzed using tools presented in the current and previous chapters. Several problems require the use of the data sets located at the author's website.
Published in 2002.
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Citation Context
(1249)
...The errors appear to be nonspherically distributed because all three
F
statisticss in the Wooldridge (
2002
) test for autocorrelation in panel data indicate the errors are likely serially correlated, while likelihood ratio chisquare test statistics all indicate heteroscedasticity is present...
Hal W. Snarr
.
Was it the economy or reform that precipitated the steep decline in th...
...It closely follows Wooldridge (
2001
) and Baltagi (
2001
), and proceeds sequentially by discussing the basic static model (1), individual effects (2) and the dynamic model (3)...
Matthieu Bussière
.
Balance of payment crises in emerging markets: how early were the ‘ear...
...In this way, we obtain unbiased and consistent estimations of the parameters (Wooldridge,
2002
; Brueckner,
2003
)...
Desiderio RomeroJordán
,
et al.
The impact of fuel tourism on retailers’ diesel price in Spanish neigh...
...We adopt the view of Wooldridge (
2002
, pp...
Jeremy Philip Thornton
,
et al.
Afterlife incentives in charitable giving
...Wooldridge (
2010
) for a survey) are interesting methods to estimate the effect of an endogenous treatment (job training, education measure, etc...
Liliane Bonnal
,
et al.
The easiest way to estimate the Oaxaca–Blinder decomposition
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Citations
(4828)
Was it the economy or reform that precipitated the steep decline in the US welfare caseload?
(
Citations: 1
)
Hal W. Snarr
Journal:
Applied Economics  APPL ECON
, vol. 45, no. 4, pp. 525540, 2013
Balance of payment crises in emerging markets: how early were the ‘early’ warning signals?
(
Citations: 1
)
Matthieu Bussière
Journal:
Applied Economics  APPL ECON
, vol. 45, no. 12, pp. 16011623, 2013
The impact of fuel tourism on retailers’ diesel price in Spanish neighbouring regions
Desiderio RomeroJordán
,
Marta Jorge GarcíaInés
,
Santiago Álvarez García
Journal:
Applied Economics  APPL ECON
, vol. 45, no. 4, pp. 407413, 2013
Afterlife incentives in charitable giving
Jeremy Philip Thornton
,
Sara Helms
Journal:
Applied Economics  APPL ECON
, vol. 45, no. 19, pp. 27792791, 2013
The easiest way to estimate the Oaxaca–Blinder decomposition
Liliane Bonnal
,
Rachid Boumahdi
,
Pascal Favard
Journal:
Applied Economics Letters  APPL ECON LETTERS
, vol. 20, no. 1, pp. 96101, 2013