This chapter introduces some cutting-edge tools and techniques to analyze time to event or survival data and draw associated inference. We start off by introducing different quantities of interest without which we cannot proceed with survival data analysis. We also introduce different statistical ...
The task undertaken in the AMETRA project is compared with other existing translation tasks, This study includes the results of some preliminary experiments we have carried out using well-known statistical machine translation tools and techniques. 展开 ...
A indispensable guide to understanding and designing modern experiments The tools and techniques of Design of Experiments (DOE) allow researchers to successfully collect, analyze, and interpret data across a wide array of disciplines. Statistical Analysis of Designed Experiments provides a modern and bala...
A Bayesian inference framework improves RNA velocity estimates to make them more coherent and biologically interpretable. Pengzhi Zhang Guangyu Wang News & Views31 Oct 2024Nature Methods Volume: 21, P: 2231-2232 Single-cell expression profiling has its roots in in situ techniques ...
In Section 2, we present the materials and methodology employed in the detection of changes in lung lesion tissue density, including an image acquisition process, segmentation, and rigid registrations of lung lesions obtained at different times. Furthermore, we describe the application of techniques ...
The toolbox seamlessly allows to easily combine multiple data representations, algorithm classes, and general purpose tools. This enables both rapid prototyping of data pipelines and extensibility in terms of new algorithms. It now offers features that span the whole space of Machine Learning methods,...
Statistical techniques are important tools in modeling research work. However, there could be misleading outcomes if sufficient care is undermined in choosing the right approach. Employing the correct analysis in any research work needs deep knowledge on the differences between these tools. Incorrect sel...
These techniques provide useful tools not only for the design of highly practical algorithms w... Y Wu,P Yang - 《Foundations & Trends in Communications & Information Theory》 被引量: 0发表: 2020年 Statistical Models: Theory and Practice This lively and engaging textbook explains the things ...
Relatively recently, new techniques and methods where utilized as promising tools to evaluate the susceptibility and risk against landslides that come from the domain of Machine Learning and Data Mining (Flentje et al., 2007; Miner et al., 2010; Marjanovic et al., 2011; Pradhan, 2013; Tsang...
One of the products of the basic research conducted in the FOCUS project 1 is a collection of tools and techniques directed towards the development of such KBFE's, that integrates all of them in a general architecture.Several partners of the FOCUS consortium are using this architecture to ...