Exploration of Lagged Associations using Longitudinal Data
نویسندگان
چکیده
منابع مشابه
Using lagged covariances in data assimilation
This paper describes a novel method to incorporate significantly time-lagged data into a sequential variational data assimilation framework. The proposed method can assimilate data that appear many assimilation window lengths in the future, providing a mechanism to gradually dynamically adjust the model towards those data. The method avoids the need for an adjoint model, significantly reducing ...
متن کاملBiclustering of time-lagged gene expression data using real number
Analysis of gene expression data can help to find the time-lagged co-regulation of gene cluster. However, existing method just solve the problem under the condition when the data is discrete number. In this paper, we propose efficient algorithm to indentify time-lagged co-regulated gene cluster based on real number.
متن کاملModelling Lagged Associations in Environmental Time Series Data: A Simulation Study.
This study assesses two alternative approaches for investigating linear and nonlinear lagged associations in environmental time series data, comparing through simulations simple methods based on moving average summaries with more flexible distributed lag linear and nonlinear models. Results indicate that the latter provide estimates with no or low bias and close-to-nominal confidence intervals,...
متن کاملImproving Accuracy of Recommender Systems using Social Network Information and Longitudinal Data
The rapid development of technology, the Internet, and the development of electronic commerce have led to the emergence of recommender systems. These systems will assist the users in finding and selecting their desired items. The accuracy of the advice in recommender systems is one of the main challenges of these systems. Regarding the fuzzy systems capabilities in determining the borders of us...
متن کاملVisual Data Exploration Using WinViz
This paper focuses on the use of graphical display of multidimensional data using an improved version of parallel coordinates. It shows how visualization can be used effectively for exploratory data analysis and describes WinViz, a tool that realizes it.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Biometrics
سال: 2013
ISSN: 0006-341X
DOI: 10.1111/j.1541-0420.2012.01812.x