6 search results - page 1 / 2 » Controlling Selection Bias in Causal Inference |
AAAI
2011
12 years 4 months ago
2011
Selection bias, caused by preferential exclusion of samples from the data, is a major obstacle to valid causal and statistical inferences; it cannot be removed by randomized exper...
CORR
2012
Springer
12 years 12 days ago
2012
Springer
We present a novel approach to constraintbased causal discovery, that takes the form of straightforward logical inference, applied to a list of simple, logical statements about ca...
WWW
2011
ACM
12 years 11 months ago
2011
ACM
Measuring the causal effects of online advertising (adfx) on user behavior is important to the health of the WWW publishing industry. In this paper, using three controlled experi...
CONEXT
2009
ACM
13 years 5 months ago
2009
ACM
We present NANO, a system that detects when ISPs apply policies that discriminate against specific classes of applications, users, or destinations. Existing systems for detecting ...
BMCBI
2011
12 years 11 months ago
2011
Background: Large databases of genetic data are often biased in their representation. Thus, selection of genetic data with desired properties, such as evolutionary representation ...