As to the two-party techniques, Inan et al. [12] in 2010 presented an approach for PPRL based on differential privacy.
It argues that parallels regarding selective funding of research and third-party techniques provide grounds for strong concern about commercial influences on gambling research, and implementation of precautionary approaches to management of vested interests.
It also summarises evidence describing practices deployed by tobacco corporations, which include third-party techniques and the selective funding of research to manufacture doubt and deflect attention away from the consequences of smoking.
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Operation Chaos used the party raiding technique as well, although Limbaugh's goal was somewhat different: he had hoped to slow down Barack Obama's surging "hope and change" candidacy, rather than to elevate the weaker-polling Hillary Clinton.
A third party randomisation technique was used to assign participants to one of the two study arms in a 1 1 ratio, determining the order in which the two interventions were performed.
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Comparisons with the traditional VAA party-user matching method and other party modelling techniques were also done.
Among the compared methods they noticed that non-linear party modelling techniques, such as neural network based ones, outperform the linear methods like Mahalanobis.
