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Structural modelling: an application to the assessment of ecosystem practices at the plot level
[Modélisation structurelle : une application à l'évaluation de pratiques écosystémiques au niveau de la parcelle]

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  • Dominique Desbois

    (ECO-PUB - Economie Publique - AgroParisTech - Université Paris-Saclay - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement)

Abstract

This paper proposes the use of structural modeling for the evaluation of ecosystem-based practices (e.g. biological control of crop pests) on the basis of data collected at the scale of the agricultural plot. In the first part, we present the analytical approach used - structural modeling in partial least squares, i.e. Partial Least Squares - Path Modeling (PLS-PM). In the second part, we present the field of study and the data considered in this work. In the third part, we present and discuss the results from the PLS-PM approach. Finally, we conclude on the validation of this approach and the prospects for its possible extension.

Suggested Citation

  • Dominique Desbois, 2020. "Structural modelling: an application to the assessment of ecosystem practices at the plot level [Modélisation structurelle : une application à l'évaluation de pratiques écosystémiques au niveau de ," Post-Print hal-02635543, HAL.
    • Handle: RePEc:hal:journl:hal-02635543
    Note: View the original document on HAL open archive server: https://hal.inrae.fr/hal-02635543
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    References listed on IDEAS

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    1. Tenenhaus, Michel & Vinzi, Vincenzo Esposito & Chatelin, Yves-Marie & Lauro, Carlo, 2005. "PLS path modeling," Computational Statistics & Data Analysis, Elsevier, vol. 48(1), pages 159-205, January.
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