Offering a unifying theoretical perspective not readily available in any other text, this innovative guide to econometrics uses simple geometrical arguments to develop students' intuitive understanding of basic and advanced topics, emphasizing throughout the practical applications of modern theory and nonlinear techniques of estimation. One theme of the text is the use of artificial regressions for estimation, reference, and specification testing of nonlinear models, including diagnostic tests for parameter constancy, serial correlation, heteroscedasticity, and other types of mis-specification. Explaining how estimates can be obtained and tests can be carried out, the authors go beyond a mere algebraic description to one that can be easily translated into the commands of a standard econometric software package. Covering an unprecedented range of problems with a consistent emphasis on those that arise in applied work, this accessible and coherent guide to the most vital topics in econometrics today is indispensable for advanced students of econometrics and students of statistics interested in regression and related topics. It will also suit practising econometricians who want to update their skills. Flexibly designed to accommodate a variety of course levels, it offers both complete coverage of the basic material and separate chapters on areas of specialized interest.

Estimation and Inference in Econometrics

We investigate conditions sufficient for identification of average treatment effects using instrumental variables. First we show that the existence of valid instruments is not sufficient to identify any meaningful average treatment effect. We then establish that the combination of an instrument and a condition on the relation between the instrument and the participation status is sufficient for identification of a local average treatment effect for those who can be induced to change their participation status by changing the value of the instrument. Finally we derive the probability limit of the standard IV estimator under these conditions. It is seen to be a weighted average of local average treatment effects.

Evolution and Rationality Some Recent Game-Theoretic Results. Identification and Estimation of Local Average Treatment Effects

/pdf/the-theory-of-industrial-organization-19bejph0ej.pdf

The Theory of Industrial Organization

A detailed review of the education sector in Australia as in the data provided by the 2006 edition of the OECD's annual publication, 'Education at a Glance' is presented. While the data has shown that in almost all OECD countries educational attainment levels are on the rise, with countries showing impressive gains in university qualifications, it also reveals that a large of share of young people still do not complete secondary school, which remains a baseline for successful entry into the labour market.

/pdf/education-at-a-glance-m5vl7o68j5.pdf

Education at a Glance

Economics Of Discrimination

We use a French firm-level data set containing 13,000 firms over the period 1994-2004 to analyze the relationship between credit constraints and firms' RD (ii) this result is only observed for firms in sectors that depend more heavily upon external finance, or that are characterized by a low degree of asset tangibility; (iii) in more credit-constrained firms, R&D investment plummets during recessions but does not increase proportionally during upturns.

/pdf/credit-constraints-and-the-cyclicality-of-r-d-investment-47dnccj1rt.pdf

Credit Constraints and the Cyclicality of R&D Investment: Evidence from France

This article studies the consequences of organizational innovations on occupational injuries and illnesses in the American private sector over the past 20 years. High-performance workplace practice...

Innovative Workplace Practices and Occupational Injuries and Illnesses in the United States

This note investigates the effects of the education level, product market rigidities and employment protection legislation on growth. It exploits macro-panel data for OECD countries. For countries close to the technological frontier, education and rigidities are significantly related to TFP growth. The contribution of the interaction between product market regulation and labour market rigidity seems particularly substantial.

https://papers.ssrn.com/sol3/Delivery.cfm/SSRN_ID1037301_code685066.pdf?abstractid=1037301&type=2

Education, Market Rigidities and Growth

We investigate the impact of new work practices and information and communication technologies (ICT) on working conditions in France. We use a unique French dataset providing information on individual workers for the year 1998. New work practices include the use of quality norms, job rotation, collective discussions on work organization, and work time flexibility. Working conditions are captured by occupational injuries as well as indicators of mental strain. We find that individuals working under the new practices face greater mental strain than individuals who do not. They also face a higher probability of work injuries, at least for benign ones. In contrast, our results suggest that ICT contribute to make the workplace more cooperative and to reduce occupational risks and injuries.

https://www.econstor.eu/bitstream/10419/33794/1/518343553.pdf

Philippe Askenazy

Papers

Credit Constraints and the Cyclicality of R&D Investment: Evidence from France

Innovative Workplace Practices and Occupational Injuries and Illnesses in the United States

Education, Market Rigidities and Growth

Innovative Work Practices, Information Technologies, and Working Conditions: Evidence for France

Les désordres du travail : enquête sur le nouveau productivisme