Results 11 to 20 of about 53,712,339 (311)
Selected topics in statistical computing [PDF]
The field of computational statistics refers to statistical methods or tools that are computationally intensive. Due to the recent advances in computing power, some of these methods have become prominent and central to modern data analysis. In this paper, we focus on several of the main methods including density estimation, kernel smoothing, smoothing ...
Suneel Chatla +2 more
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Topics in robust statistical learning
Some recent contributions to robust inference are presented. Firstly, the classical problem of robust M-estimation of a location parameter is revisited using an optimal transport approach - with specifically designed Wasserstein-type distances - that reduces robustness to a continuity property.
Brécheteau, Claire +3 more
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Statistical entity-topic models [PDF]
The primary purpose of news articles is to convey information about who, what, when and where. But learning and summarizing these relationships for collections of thousands to millions of articles is difficult. While statistical topic models have been highly successful at topically summarizing huge collections of text documents, they do not explicitly ...
David Newman 0001 +2 more
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Topics in statistical machine translation [PDF]
In the past, we presented tutorials called "Introduction to Statistical Machine Translation", aimed at people who know little or nothing about the field and want to get acquainted with the basic concepts. This tutorial, by contrast, goes more deeply into selected topics of intense current interest. We aim at two types of participants: 1.
Kevin Knight, Philipp Koehn
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GENERATING WORKING HYPOTHESES FOR ORIGINAL RESEARCH STUDIES
A hypothesis is a statement of the expected outcome of a research study, generally based on analysis of prior published knowledge, or with reference to the previous work of the investigators. The hypothesis forms the foundation of a research proposal.
Durga Prasanna Misra, Vikas Agarwal
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Interactive Visualization of Healthcare Data Using Tableau [PDF]
ObjectivesBig data analysis is receiving increasing attention in many industries, including healthcare. Visualization plays an important role not only in intuitively showing the results of data analysis but also in the whole process of collecting ...
Inseok Ko, Hyejung Chang
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Studies and research design in medicine
Adequate design is an essential condition for conducting a successful study. This review describes the most common types of research design in medicine. We discuss the differences between different types of observational and interventional studies, their
N. M. Bulanov +7 more
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Introduction: The aim of this trial was to estimate fetal weight by clinical and ultrasound methods and to compare it with the weight at birth in full-term newborns. Methods: This is an epidemiological, observational, cross-sectional study of a cohort
Eliana Velastegui-Ayala +1 more
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Meta-analysis synthesizes a body of research investigating a common research question. Outcomes from meta-analyses provide a more objective and transparent summary of a research area than traditional narrative reviews.
Daniel S Quintana, Daniel S Quintana
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The New Biostatistics Required by Medical Journals (2015–2025) and Its Impact on Research and Scientific Publishing [PDF]
From 2015 to 2025, a profound shift has consolidated in how medical journals progressively adopted stricter methodological and statistical standards, redefining expectations about study design, transparency and reporting.
Melania Maria Ramos Amorim +4 more
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