Strategic behavior in regressions: an experimental study

Perote, Javier ; Perote-Peña, Juan (Universidad de Zaragoza) ; Vorsatz, Marc

Resumen: We study experimentally in the laboratory the situation when individuals have to report their private information about a (dependent) variable to a public authority that then makes inference about the true values given a known (independent)
variable using a regression technique. It is assumed that individuals prefer this predicted value to be as close as possible to their true value (single-peaked preferences). Consistent with the theoretical literature, we show that subjects misrepresent their private information more when an ordinary least squares (OLS) regression is implemented than when the so-called resistant line (RL) estimator is employed. The latter extends the median voter theorem to the two-dimensional setting and belongs to the family of robust estimation techniques. In fact, we find that OLS involves serious biases but the RL estimation is empirically unbiased. Furthermore, subjects never earn less when the RL is applied.

Idioma: Inglés

DOI: 10.1007/s11238-014-9473-9

Año: 2014

Publicado en: THEORY AND DECISION 79, 3 (2014), 517-546
ISSN: 0040-5833

Factor impacto JCR: 0.72 (2014)

Categ. JCR: ECONOMICS rank: 192 / 331 = 0.58 (2014) - Q3 - T2
Categ. JCR: SOCIAL SCIENCES, MATHEMATICAL METHODS rank: 36 / 46 = 0.783 (2014) - Q4 - T3

Tipo y forma: Artículo (Versión definitiva)

Área (Departamento): Área Fund. Análisis Económico (Dpto. Análisis Económico)