Search Results - subject:"Data-Adaptive"

Data-Adaptive Causal Effects and Superefficiency

Aronow, Peter M. - In: Journal of Causal Inference 4 (2016) 2

subpopulation, often for reasons of efficiency. These inferential targets are sometimes data-adaptive, in that they are dependent on … average causal effect is superefficient for a data-adaptive local average causal effect. …

Persistent link: https://www.econbiz.de/10014610844

Data-Adaptive Simulation: Cooperativeness of Users in Bike-Sharing Systems

Preisler, Thomas; Dethlefs, Tim; Renz, Wolfgang - 2015

parameters can be determined such as the rush of users for a station given as a function over time. Here, we propose a data-adaptive … simulation approach to measure the impact of different cooperativeness parameters. The proposed approach realizes a data-adaptive …

Persistent link: https://www.econbiz.de/10012143059

Dimension reduction with missing response at random

Guo, Xu; Wang, Tao; Xu, Wangli; Zhu, Lixing - In: Computational Statistics & Data Analysis 69 (2014) C, pp. 228-242

the dimension in the nonparametric smoothing in data generation. A data-adaptive synthesization of these two methods is …

Persistent link: https://www.econbiz.de/10010709953

Localized regression

Tutz, Gerhard; Binder, Harald - 2004

The main problem with localized discriminant techniques is the curse of dimensionality, which seems to restrict their use to the case of few variables. This restriction does not hold if localization is combined with a reduction of dimension. In particular it is shown that localization yields...

Persistent link: https://www.econbiz.de/10010266137