Download or read book Inference for Misallocation Statistics Using Influence Functions written by Alexandros Fakos and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: I provide formulas for the influence function of two common misallocation statistics: TFP loss from misallocation and potential TFP gain from reallocation. I also show how to use a finite-difference approximation to Gateaux derivatives to obtain sample analogs to influence functions for calculating the asymptotic variance and standard errors of statistics. This approach applies to a wide range of statistics and is useful for conducting inference in a minimum-distance estimation procedure. This approximate approach is simpler to execute than analytical influence functions and is faster than the bootstrap when the estimation procedure is computationally challenging.

Download or read book Generalizations of Influence Functions and Their Applications written by Shande Chen and published by . This book was released on 1990 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Causal Inference in Case control Studies written by Sung Jae Jun and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: We investigate identification of causal parameters in case-control and related studies. The odds ratio in the sample is our main estimand of interest and we articulate its relationship with causal parameters under various scenarios. It turns out that the odds ratio is generally a sharp upper bound for counterfactual relative risk under some monotonicity assumptions, without resorting to strong ig-norability, nor to the rare-disease assumption. Further, we propose semparametrically efficient, easy-to-implement, machine-learning-friendly estimators of the aggregated (log) odds ratio by exploiting an explicit form of the efficient influence function. Using our new estimators, we develop methods for causal inference and illustrate the usefulness of our methods by a real-data example.

Download or read book Influence Function and Its Application to Data Validation written by and published by . This book was released on 1979 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Limits of Inference without Theory written by Kenneth I. Wolpin and published by MIT Press. This book was released on 2013-04-26 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: The role of theory in ex ante policy evaluations and the limits that eschewing theory places on inference In this rigorous and well-crafted work, Kenneth Wolpin examines the role of theory in inferential empirical work in economics and the social sciences in general—that is, any research that uses raw data to go beyond the mere statement of fact or the tabulation of statistics. He considers in particular the limits that eschewing the use of theory places on inference. Wolpin finds that the absence of theory in inferential work that addresses microeconomic issues is pervasive. That theory is unnecessary for inference is exemplified by the expression “let the data speak for themselves.” This approach is often called “reduced form.” A more nuanced view is based on the use of experiments or quasi-experiments to draw inferences. Atheoretical approaches stand in contrast to what is known as the structuralist approach, which requires that a researcher specify an explicit model of economic behavior—that is, a theory. Wolpin offers a rigorous examination of both structuralist and nonstructuralist approaches. He first considers ex ante policy evaluation, highlighting the role of theory in the implementation of parametric and nonparametric estimation strategies. He illustrates these strategies with two examples, a wage tax and a school attendance subsidy, and summarizes the results from applications. He then presents a number of examples that illustrate the limits of inference without theory: the effect of unemployment benefits on unemployment duration; the effect of public welfare on women's labor market and demographic outcomes; the effect of school attainment on earnings; and a famous field experiment in education dealing with class size. Placing each example within the context of the broader literature, he contrasts them to recent work that relies on theory for inference.

Download or read book Influence Functions Higher Moments and Hedging written by Charles Grant and published by . This book was released on 2013 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Geographical Abstracts written by and published by . This book was released on 1973 with total page 820 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Who influences government spending in agriculture written by Olofinbiyi, Tolulope and published by Intl Food Policy Res Inst. This book was released on 2016-12-02 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study contributes to filling the knowledge gap on the determinants of public spending. It draws on the frame-work of actor-centered institutionalism to empirically examine how the characteristics, incentives, and exchanges of different actors affect the prioritization of public investments. The study also provides insights into how the characteristics of public investments interface with actors’ incentives to influence expenditure choices.

Download or read book Under Rewarded Efforts written by Santiago Levy Algazi and published by Inter-American Development Bank. This book was released on 2018-07-11 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why has an economy that has done so many things right failed to grow fast? Under-Rewarded Efforts traces Mexico’s disappointing growth to flawed microeconomic policies that have suppressed productivity growth and nullified the expected benefits of the country’s reform efforts. Fast growth will not occur doing more of the same or focusing on issues that may be key bottlenecks to productivity growth elsewhere, but not in Mexico. It will only result from inclusive institutions that effectively protect workers against risks, redistribute towards those in need, and simultaneously align entrepreneurs’ and workers’ incentives to raise productivity.

Download or read book Handbook of Social Economics SET 1A 1B written by Jess Benhabib and published by Newnes. This book was released on 2011 with total page 1509 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can economists define and measure social preferences and interactions? Through the use of new economic data and tools, our contributors survey an array of social interactions and decisions that typify homo economicus. Identifying economic strains in activities such as learning, group formation, discrimination, and the creation of peer dynamics, they demonstrate how they tease out social preferences from the influences of culture, familial beliefs, religion, and other forces. Advances our understanding about quantifying social interactions and the effects of culture Summarizes research on theoretical and applied economic analyses of social preferences Explores the recent willingness among economists to consider new arguments in the utility function

Download or read book A P Giannini and the Giannini Foundation of Agricultural Economics written by Giannini Foundation of Agricultural Economics and published by Giannini Foundation of Agricultural Economics University of California. This book was released on 2009 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Theory of Probability and Random Processes written by Leonid Koralov and published by Springer Science & Business Media. This book was released on 2007-08-10 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: A one-year course in probability theory and the theory of random processes, taught at Princeton University to undergraduate and graduate students, forms the core of this book. It provides a comprehensive and self-contained exposition of classical probability theory and the theory of random processes. The book includes detailed discussion of Lebesgue integration, Markov chains, random walks, laws of large numbers, limit theorems, and their relation to Renormalization Group theory. It also includes the theory of stationary random processes, martingales, generalized random processes, and Brownian motion.

Download or read book Handbook of Social Economics written by and published by Elsevier. This book was released on 2010-11-26 with total page 939 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can economists define social preferences and interactions? Culture, familial beliefs, religion, and other sources contain the origins of social preferences. Those preferences--the desire for social status, for instance, or the disinclination to receive financial support--often accompany predictable economic outcomes. Through the use of new economic data and tools, our contributors survey an array of social interactions and decisions that typify homo economicus. Their work brings order to the sometimes conflicting claims that countries, environments, beliefs, and other influences make on our economic decisions. Describes recent scholarship on social choice and introduces new evidence about social preferences Advances our understanding about quantifying social interactions and the effects of culture Summarizes research on theoretical and applied economic analyses of social preferences

Download or read book Current Index to Statistics Applications Methods and Theory written by and published by . This book was released on 1984 with total page 708 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Current Index to Statistics (CIS) is a bibliographic index of publications in statistics, probability, and related fields.

Download or read book Handbook of Social Economics written by Jess Benhabib and published by Elsevier. This book was released on 2010-11-12 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through the use of new economic data and tools, the contributors survey an array of social interactions and decisions that typify homo economicus. Their work brings order to the sometimes conflicting claims that countries, environments, beliefs, and other influences make on our economic decisions.

Download or read book Putting Auction Theory to Work written by Paul Milgrom and published by Cambridge University Press. This book was released on 2004-01-12 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction to modern auction theory and its important new applications. It is written by a leading economic theorist whose suggestions guided the creation of the new spectrum auction designs. Aimed at graduate students and professionals in economics, the book gives the most up-to-date treatments of both traditional theories of 'optimal auctions' and newer theories of multi-unit auctions and package auctions, and shows by example how these theories are used. The analysis explores the limitations of prominent older designs, such as the Vickrey auction design, and evaluates the practical responses to those limitations. It explores the tension between the traditional theory of auctions with a fixed set of bidders, in which the seller seeks to squeeze as much revenue as possible from the fixed set, and the theory of auctions with endogenous entry, in which bidder profits must be respected to encourage participation.

Download or read book Index Medicus written by and published by . This book was released on 2003 with total page 2214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vols. for 1963- include as pt. 2 of the Jan. issue: Medical subject headings.