Accounting and Causal Effects: Econometric Challenges

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Springer Science & Business Media, Aug 12, 2010 - Business & Economics - 462 pages
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In this book, we synthesize a rich and vast literature on econometric challenges associated with accounting choices and their causal effects. Identi?cation and es- mation of endogenous causal effects is particularly challenging as observable data are rarely directly linked to the causal effect of interest. A common strategy is to employ logically consistent probability assessment via Bayes’ theorem to connect observable data to the causal effect of interest. For example, the implications of earnings management as equilibrium reporting behavior is a centerpiece of our explorations. Rather than offering recipes or algorithms, the book surveys our - periences with accounting and econometrics. That is, we focus on why rather than how. The book can be utilized in a variety of venues. On the surface it is geared - ward graduate studies and surely this is where its roots lie. If we’re serious about our studies, that is, if we tackle interesting and challenging problems, then there is a natural progression. Our research addresses problems that are not well - derstood then incorporates them throughout our curricula as our understanding improves and to improve our understanding (in other words, learning and c- riculum development are endogenous). For accounting to be a vibrant academic discipline, we believe it is essential these issues be confronted in the undergr- uate classroom as well as graduate studies. We hope we’ve made some progress with examples which will encourage these developments.
 

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Contents

Introduction
1
Accounting choice
9
Linear models
19
Loss functions and estimation
59
Discrete choice models
77
Nonparametric regression
97
Repeatedsampling inference
107
Overview of endogeneity
123
ignorability
157
Marginal treatment effects
275
Bayesian treatment effects
301
Informed priors
333
Asymptotic theory
413
Bibliography
425
Index
444
Copyright

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About the author (2010)

Douglas A. Schroeder has been at The Ohio State University since 1986; previously he was serving as a member of the Purdue University faculty. He has published papers in and served as a reviewer for numerous academic journals. His current scholarly interests involve analysis of accounting choice.