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Assessing the causal role of adiposity on disordered eating in childhood, adolescence, and adulthood: a Mendelian randomization analysis
ALSPAC BMI disordered eating early life Mendelian randomization
2018/11/16
Background: Observational studies have shown that higher body mass index (BMI) is associated with increased risk of developing disordered eating patterns. However, the causal direction of this relatio...
Causal e§ects of monetary shocks: Semiparametric conditional independence tests with a multinomial propensity score
conditional independence tests instrument
2015/9/22
Macroeconomists have long been concerned with the causal e§ects of monetary policy. When the identiÖcation of causal e§ects is based on a selection-on-observables assumption, non-causality amount...
A lower bound on the secrecy capacity of the wiretap channel with state information available causally at both the encoder and decoder is established. The lower bound is shown to be strictly larger th...
Emergence of Orderliness in Mind:A Probabilistic Causal Approach
flip-flop causal dynamic disorder partial order order orderliness
2015/7/22
The current study concentrates to figure out how orderliness emerges possibly in the mind. A research emulation with random data was usable for generation of the hypothesis. The resulted hypothesis as...
Leveraging Relational Representations for Causal Discovery
causality relational learning social network analysis
2014/12/18
This thesis represents a synthesis of relational learning and causal discovery, two subjects at the frontier of machine learning research. Relational learning investigates algorithms for constructing ...
Causal Discovery for Relational Domains: Representation, Reasoning, and Learning
causal discovery relational data machine learning graphical models
2014/12/18
Many domains are currently experiencing the growing trend to record and analyze massive, observational data sets with increasing complexity. A commonly made claim is that these data sets hold potentia...
Spatio-Temporal Story Mapping Animation Based On Structured Causal Relationships Of Historical Events
History Learning E-learning Story visualization Timelines Ubiquitous mapping Push style interfaces
2014/7/23
In this paper, we proposed a user interface that displays visual animations on geographic maps and timelines for depicting historical stories by representing causal relationships among events for time...
Causal Exploration of Bike Accidents in the Bay Area
Bicycles Safety Multinomial Logit Regression
2013/1/28
Although the proportion of bicycles to cars on the road remains low in the United States, it is on an upward trend. The high cost of gasoline and the re-introduction of bicycles as an attractive way t...