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Survival analysis in product life cycle investigations: An assessment of robustness for the German automobile industry

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  • Krüger, Jens

Abstract

We apply various refinements of survival regression to assess the results of some basic specifications based on product life cycle theory for the case of a data set of the German automobile industry. The methods applied pay attention to biases in the coefficient estimates and the standard errors, the discrete nature of the duration data and the presence of unobserved heterogeneity. Robust estimation methods are also applied. We find that that the coefficient estimates and standard errors are not much affected by applying the renewed estimators. The substantial results of a previous study with the same data are unchanged.

Suggested Citation

  • Krüger, Jens, 2015. "Survival analysis in product life cycle investigations: An assessment of robustness for the German automobile industry," Darmstadt Discussion Papers in Economics 223, Darmstadt University of Technology, Department of Law and Economics.
    • Handle: RePEc:zbw:darddp:223
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    Cited by:

    1. Krüger, Jens J. & von Rhein, Kristina, 2015. "Macroeconomic development and the life cycle of the German automobile industry, 1886-1939," Darmstadt Discussion Papers in Economics 224, Darmstadt University of Technology, Department of Law and Economics.

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    More about this item

    Keywords

    firm survival; Cox regression; robustness assessment;
    All these keywords.

    JEL classification:

    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General
    • L62 - Industrial Organization - - Industry Studies: Manufacturing - - - Automobiles; Other Transportation Equipment; Related Parts and Equipment
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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