Microeconometrics: Methods and Applications

Front Cover
Cambridge University Press, May 9, 2005 - Business & Economics - 1034 pages
This book provides the most comprehensive treatment to date of microeconometrics, the analysis of individual-level data on the economic behavior of individuals or firms using regression methods for cross section and panel data. The book is oriented to the practitioner. A basic understanding of the linear regression model with matrix algebra is assumed. The text can be used for a microeconometrics course, typically a second-year economics PhD course; for data-oriented applied microeconometrics field courses; and as a reference work for graduate students and applied researchers who wish to fill in gaps in their toolkit. Distinguishing features of the book include emphasis on nonlinear models and robust inference, simulation-based estimation, and problems of complex survey data. The book makes frequent use of numerical examples based on generated data to illustrate the key models and methods. More substantially, it systematically integrates into the text empirical illustrations based on seven large and exceptionally rich data sets.
 

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Contents

IV
3
VI
5
VII
10
VIII
14
IX
15
X
16
XI
18
XII
20
CXLI
521
CXLII
523
CXLIII
524
CXLIV
527
CXLV
528
CXLVI
529
CXLVII
530
CXLVIII
536

XIII
22
XIV
23
XV
29
XVI
31
XVIII
35
XIX
38
XX
39
XXI
40
XXII
48
XXIII
54
XXIV
58
XXV
61
XXVI
65
XXVII
66
XXVIII
69
XXIX
70
XXX
81
XXXI
85
XXXII
90
XXXIII
95
XXXIV
103
XXXV
112
XXXVII
116
XLI
117
XLII
124
XLIII
133
XLIV
135
XLV
139
XLVI
146
XLVII
150
XLVIII
159
XLIX
163
LI
166
LII
167
LIII
172
LIV
183
LV
192
LVI
200
LVII
202
LVIII
203
LIX
206
LX
214
LXI
219
LXII
220
LXIII
223
LXIV
224
LXV
233
LXVI
241
LXVII
243
LXVIII
246
LXIX
250
LXX
254
LXXI
256
LXXII
257
LXXIII
259
LXXIV
260
LXXV
271
LXXVI
274
LXXVII
278
LXXVIII
285
LXXIX
287
LXXX
291
LXXXI
292
LXXXII
294
LXXXIII
295
LXXXIV
298
LXXXV
307
LXXXVI
311
LXXXVII
319
LXXXVIII
322
LXXXIX
330
XC
333
XCI
336
XCII
341
XCIII
348
XCIV
352
XCV
357
XCVI
358
XCVII
366
XCVIII
368
XCIX
373
C
376
CI
381
CII
382
CIII
384
CIV
385
CV
387
CVI
393
CVII
398
CVIII
404
CIX
406
CX
410
CXI
416
CXII
419
CXIII
420
CXIV
435
CXV
443
CXVI
445
CXVII
452
CXVIII
454
CXIX
456
CXX
458
CXXII
463
CXXIII
464
CXXIV
465
CXXV
475
CXXVI
478
CXXVII
480
CXXVIII
482
CXXIX
486
CXXX
487
CXXXII
490
CXXXIII
491
CXXXIV
495
CXXXV
500
CXXXVI
504
CXXXVII
507
CXXXVIII
512
CXXXIX
516
CXL
519
CXLIX
544
CL
546
CLI
553
CLII
555
CLIII
558
CLIV
562
CLV
566
CLVI
568
CLVII
569
CLVIII
573
CLIX
574
CLX
576
CLXI
579
CLXII
580
CLXIII
584
CLXIV
591
CLXV
592
CLXVI
597
CLXVII
600
CLXVIII
603
CLXIX
608
CLXX
611
CLXXI
612
CLXXII
618
CLXXIII
620
CLXXIV
621
CLXXV
625
CLXXVI
628
CLXXVII
632
CLXXVIII
637
CLXXX
640
CLXXXI
642
CLXXXII
648
CLXXXIII
655
CLXXXIV
658
CLXXXV
662
CLXXXVI
663
CLXXXVII
665
CLXXXVIII
666
CLXXXIX
671
CXC
674
CXCI
682
CXCII
685
CXCIII
690
CXCV
691
CXCVI
697
CXCVII
698
CXCVIII
708
CXCIX
715
CC
720
CCI
726
CCII
734
CCIII
737
CCIV
740
CCVI
743
CCVII
744
CCVIII
754
CCIX
756
CCX
763
CCXI
768
CCXII
770
CCXIII
774
CCXIV
776
CCXV
777
CCXVI
779
CCXVII
792
CCXVIII
795
CCXIX
800
CCXX
801
CCXXI
802
CCXXII
808
CCXXIV
809
CCXXV
813
CCXXVI
814
CCXXVII
817
CCXXVIII
822
CCXXIX
829
CCXXX
845
CCXXXI
848
CCXXXII
853
CCXXXIII
857
CCXXXV
860
CCXXXVI
862
CCXXXVII
865
CCXXXVIII
871
CCXXXIX
878
CCXL
879
CCXLI
883
CCXLII
889
CCXLIII
896
CCXLIV
899
CCXLV
900
CCXLVI
905
CCXLVII
911
CCXLVIII
919
CCXLIX
920
CCL
923
CCLI
925
CCLII
928
CCLIII
929
CCLIV
930
CCLV
932
CCLVI
934
CCLVII
935
CCLVIII
939
CCLIX
940
CCLX
943
CCLXI
944
CCLXII
947
CCLXIII
948
CCLXIV
949
CCLXV
951
CCLXVI
954
CCLXVII
955
CCLXVIII
956
CCLXIX
957
CCLXX
961
CCLXXI
1006
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About the author (2005)

A. Colin Cameron is Professor of Economics at the University of California, Davis. He currently serves as Director of that university's Center on Quantitative Social Science Research. He has also taught at the Ohio State University, and held short-term visiting positions at Indiana University at Bloomington and at a number of Australian and European universities. His research in microeconometrics has appeared in leading econometrics and economics journals. He is coauthor with Pravin Trivedi of Regression Analysis of Count Data (Econometric Society Monograph series No. 30, Cambridge University Press).

Pravin K. Trivedi is John H. Rudy Professor of Economics at Indiana University at Bloomington. He has also taught at The Australian National University and University of Southampton, and has held short term visiting positions at a number of European universities. His research in microeconometrics has appeared in most leading econometrics and health economics journals. He coauthored Regression Analysis of Count Data with Colin Cameron and is on the editorial boards of the Econometrics Journal and the Journal of Applied Econometrics.

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