Challenges and opportunities for using remote sensing data - Kathy Baylis, University of California, Santa Barbara. Measuring the Impact of Integrated Systems Research (September 27, 2021 – September 30, 2021). Three-day virtual workshop co hosted by the CGIAR Research Programs on Water Land and Ecosystems (WLE); Forests, Trees and Agroforestry (FTA); Policies, Institutions, and Markets (PIM); and SPIA, the Standing Panel on Impact Assessment of the CGIAR. The workshop took stock of existing and new methodological developments of monitoring, evaluation and impact assessment work, and discussed which are suitable to evaluate and assess complex, integrated systems research.
21. Measurement vs behavioral spillovers
Want to distinguish ‘noise’-driven spatial correlation from behavioural
spillovers
Trickier if treatment might itself affect spatial process
Behavioural Spillovers also
at multiple levels
e.g. Between households
within community, vs
Between community, within
economic unit
All confounded by pixel or
grid
$
24. …on spatial econometrics
Anselin, Florax and Rey, eds. 2004. Advances in Spatial Econometrics: Methodology, Tools and Applications.
Springer: New York
Anselin. 1988. Spatial Econometrics: Methods and Models Kluwer: Boston.
Arbia, G. 2014. A Primer for Spatial Econometrics. Springer
https://link.springer.com/book/10.1057%2F9781137317940
Conley, T. G. 1999. “GMM estimation with cross sectional dependence,” Journal of Econometrics, 92(1) (spatial
error correction).
Ellhorst, P. 2014. Spatial Econometrics: From Cross-Sectional Data to Spatial Panels
https://link.springer.com/book/10.1007%2F978-3-642-40340-8 (spatial panel models)
Delgado, M. and R. Florax 2015. “Difference-in-differences Techniques for Spatial Data: Local Autocorrelation
and Spatial Interaction” Tinbergen Institute Discussion Paper, No. 15-091/VIII
https://www.econstor.eu/bitstream/10419/125093/1/15091.pdf (spatial DiD).
Kelijian, H. and G. Piras. 2017. Spatial Econometrics. Academic Press: London.
LeSage and Pace. 2009. Introduction to Spatial Econometrics. CRC Press: New York. https://
www.taylorfrancis.com/books/mono/10.1201/9781420064254/introduction-spatial-econometrics-james-lesage-
robert-kelley-pace