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The Dynamics of Productivity in the Telecommunications Equipment Industry

G. Steven Olley, +1 more
- 01 Nov 1996 - 
- Vol. 64, Iss: 6, pp 1263-1297
TLDR
In this paper, an empirical focus is on estimating the parameters of a production function for the equipment industry, and then using those estimates to analyze the evolution of plant-level productivity.
Abstract
Technological change and deregulation have caused a major restructuring of the telecommunications equipment industry over the last two decades. Our empirical focus is on estimating the parameters of a production function for the equipment industry, and then using those estimates to analyze the evolution of plant-level productivity. The restructuring involved significant entry and exit and large changes in the sizes of incumbents. Firms' choices on whether to liquidate, and on input quantities should they continue, depended on their productivity. This generates a selection and a simultaneity problem when estimating production functions. Our theoretical focus is on providing an estimation algorithm which takes explicit account of these issues. We find that our algorithm produces markedly different and more plausible estimates of production function coefficients than do traditional estimation procedures. Using our estimates we find increases in the rate of aggregate productivity growth after deregulation. Since we have plant-level data we can introduce indices which delve deeper into how this productivity growth occurred. These indices indicate that productivity increases were primarily a result of a reallocation of capital towards more productive establishments.

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TFP estimation at firm level: The fiscal aspect of productivity convergence in the UK

TL;DR: Ackerberg et al. as discussed by the authors reviewed the state of the art in firm-level total factor productivity (TFP) estimation employing an unbalanced panel of 7400 manufacturing firms in the UK during 2004-2011.
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Aggregate Production Functions and Growth Economics

TL;DR: In this paper, the authors provide a conventional defence of growth theory in terms of "parables" and then consider how empirical growth research might avoid the need for aggregate production functions.
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Firm Size and Productivity

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The estimation and decomposition of tourism productivity

TL;DR: In this article, a total factor productivity index that allows for a rich decomposition of productivity in the tourism industry is proposed, based on the heterogeneity between multiple tourism destinations and the potential endogeneity in inputs.
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Uniform convergence of weighted sums of non and semiparametric residuals for estimation and testing

TL;DR: In this paper, a uniform expansion for sums of weighted kernel-based regression residuals from nonparametric or semiparametric models is introduced, which is useful for deriving asymptotic properties of semi-parametric estimators and test statistics with data-dependent bandwidth, random trimming, and estimated weights.
References
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The central role of the propensity score in observational studies for causal effects

Paul R. Rosenbaum, +1 more
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TL;DR: The authors discusses the central role of propensity scores and balancing scores in the analysis of observational studies and shows that adjustment for the scalar propensity score is sufficient to remove bias due to all observed covariates.
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Markov-Perfect Industry Dynamics: A Framework for Empirical Work

TL;DR: In this paper, the authors provide a model of firm and industry dynamics that allows for entry, exit, and firm-specific uncertainty generating variability in the fortunes of firms, focusing on the impact of uncertainty arising from investment in research and exploration.
Journal ArticleDOI

Root-n-consistent semiparametric regression

Peter M. Robinson
- 01 Jul 1988 - 
TL;DR: In this article, a variable aleatoire (X,Z) dans #7B-R P ×#7b-R q is considered, and an estimateur generalisant l'estimateur des moindres carres ordinaires en inserant des estimateurs non parametriques de la regression dans la projection orthogonale non lineaire sur Z is constructed.
Journal ArticleDOI

Shadow prices, market wages, and labor supply

James J. Heckman
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