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[][]\OT1/cmr/m/n/10.95 David Flo-rence Pro-fes-sor of Gov-ern-ment, Har-vard Un
i-ver-sity (In-sti-tute for Quan-ti-ta-
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\OT1/cmr/m/n/10.95 tive So-cial Sci-ence, 1737 Cam-bridge Street, Har-vard Uni-
ver-sity, Cam-bridge MA 02138;
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[][]\OT1/cmr/m/n/10.95 Assistant Pro-fes-sor, De-part-ments of Men-tal Health a
nd Bio-statis-tics, Johns Hop-kins
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[1


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Chapter 1.
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]) [4]
Chapter 2.
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] [6] [7]) [8]
Chapter 3.
(./preprocess.tex [9

]
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[10] [11]

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[]\OT1/cmtt/m/n/12 > m.out <- matchit(treat ~ age + educ + black + hispan + mar
ried + nodegree +[] 
 []


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 []\OT1/cmtt/m/n/12 > z.out <- zelig(re78 ~ treat + age + educ + black + hispan
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 []

[17]
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\OT1/cmr/m/n/12 prob-a-bly be changed to in-clude all the data in this es-ti-ma
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 []


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 []                  \OT1/cmtt/m/n/12 married + re74 + re75, data = match.data(
m.out1, "treat"),[] 
 []


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 []\OT1/cmtt/m/n/12 > x.out2 <- setx(z.out2, data = match.data(m.out1, "control
"), cond = TRUE) 
 []

[18] [19]
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 []\OT1/cmtt/m/n/12 > weighted.mean(mdata$re78[mdata$treat == 1], mdata$weights
[mdata$treat==1])[] 
 []


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 []        \OT1/cmtt/m/n/12 - weighted.mean(mdata$re78[mdata$treat==0], mdata$w
eights[mdata$treat==0])[] 
 []


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 []\OT1/cmtt/m/n/12 > zelig(re78 ~ treat + black + hispan + educ, data = m.data
, model = "ls",[] 
 []

[20]) [21]
Chapter 4.
LaTeX Font Info:    Font shape `OT1/cmtt/bx/n' in size <17.28> not available
(Font)              Font shape `OT1/cmtt/m/n' tried instead on input line 95.
(./matchitref.tex

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[22

] [23] [24] [25]
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\OT1/cmr/m/n/12 pack-age. See \OT1/cmtt/m/n/12 help(fullmatch) \OT1/cmr/m/n/12 
or []http://www.stat.lsa.umich.edu/~bbh/optmatch.html[]
 []

[26]
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[]\OT1/cmtt/m/n/12 ...\OT1/cmr/m/n/12 : Ad-di-tional in-puts that can be passed
 to the \OT1/cmtt/m/n/12 fullmatch() \OT1/cmr/m/n/12 func-tion in the \OT1/cmtt
/m/n/12 optmatch
 []


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[]\OT1/cmtt/m/n/12 model\OT1/cmr/m/n/12 : the out-put of the model used to es-t
i-mate the dis-tance mea-sure. \OT1/cmtt/m/n/12 summary(m.out$model)
 []

[27]) (./summaryref.tex

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[]\OT1/cmtt/m/n/12 summary(object, interactions = FALSE, addlvariables = NULL, 
standardize = FALSE, ...)[] 
 []


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\OT1/cmr/m/n/12 and only the co-vari-ates them-selves when \OT1/cmtt/m/n/12 int
eractions = FALSE\OT1/cmr/m/n/12 , (DE-FAULT = \OT1/cmtt/m/n/12 FALSE\OT1/cmr/m
/n/12 ). 
 []

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\OT1/cmr/m/n/12 vari-ates $\OML/cmm/m/it/12 X$ \OT1/cmr/m/n/12 and their in-ter
-ac-tions, where \OT1/cmtt/m/n/12 Means Treated$\OT1/cmr/m/n/12 = \OML/cmm/m/it
/12 ^^V[] \OT1/cmr/m/n/12 = [] [][] \OML/cmm/m/it/12 w[]X[]$
 []

) (./plotref.tex [30] [31]) (./mdataref.tex [32]
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[]\OT1/cmtt/m/n/12 > unmatched.data <- lalonde[!row.names(lalonde)%in%row.names
(match.data(m.out1)),][] 
 []

[33]) (./faq.tex [34]
Chapter 5.

Package natbib Warning: Citation `IacKinPor08' on page 35 undefined on input li
ne 33.


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ine 33.

[35

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[]\OT1/cmtt/m/n/12 cbind(lalonde[row.names(foo$match.matrix),"re78"], lalonde[f
oo$match.matrix,"re78"])[] 
 []


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(hyperref)                \kern 1.95872pt
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[37]) [38]
Chapter 6.

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[]\OT1/cmr/bx/n/12 2.4-7 \OT1/cmr/m/n/12 (Au-gust 4, 2008): Fixed mi-nor bug in
 sub-clas-si-fi-ca-tion (thanks to Ben Domingue) 
 []

[39

] [40] (./matchit.bbl
Underfull \hbox (badness 3029) in paragraph at lines 22--25
[]\OT1/cmr/m/n/12 Diamond, A. and Sekhon, J. (2005), ``Ge-netic Match-ing for E
s-ti-mat-ing Causal
 []


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\OT1/cmr/m/n/12 Ef-fects: A New Method of Achiev-ing Bal-ance in Ob-ser-va-tion
al Stud-ies,''
 []

[41


])

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[42] (./matchit.aux)

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