Medical informatics research trend analysis: a text mining approach

YM Kim, D Delen - Health informatics journal, 2018 - journals.sagepub.com
The objective of this research is to identify major subject areas of medical informatics and
explore the time-variant changes therein. As such it can inform the field about where medical …

[图书][B] Statistical testing strategies in the health sciences

A Vexler, AD Hutson, X Chen - 2017 - books.google.com
Statistical Testing Strategies in the Health Sciences provides a compendium of statistical
approaches for decision making, ranging from graphical methods and classical procedures …

A toolkit for clinical statisticians to fix problems based on biomarker measurements subject to instrumental limitations: from repeated measurement techniques to a …

A Vexler, G Tao, X Chen - Advanced protocols in oxidative stress III, 2015 - Springer
The aim of this chapter is to review and examine different methods in order to display correct
and efficient statistical techniques based on complete/incomplete data subject to different …

Two‐sample density‐based empirical likelihood ratio tests based on paired data, with application to a treatment study of attention‐deficit/hyperactivity disorder and …

A Vexler, WM Tsai, G Gurevich, J Yu - Statistics in Medicine, 2012 - Wiley Online Library
It is a common practice to conduct medical trials to compare a new therapy with a standard‐
of‐care based on paired data consisted of pre‐and post‐treatment measurements. In such …

A simple density-based empirical likelihood ratio test for independence

A Vexler, WM Tsai, AD Hutson - The American Statistician, 2014 - Taylor & Francis
We develop a novel nonparametric likelihood ratio test for independence between two
random variables using a technique that is free of the common constraints of defining a …

A density-based empirical likelihood ratio goodness-of-fit test for the Rayleigh distribution and power comparison

M Safavinejad, S Jomhoori… - Journal of Statistical …, 2015 - Taylor & Francis
The Rayleigh distribution has been used to model right skewed data. Rayleigh [On the
resultant of a large number of vibrations of the some pitch and of arbitrary phase. Philos …

Additive partially linear model for pooled biomonitoring data

X Mou, D Wang - Computational Statistics & Data Analysis, 2024 - Elsevier
Human biomonitoring involves monitoring human health by measuring the accumulation of
harmful chemicals, typically in specimens like blood samples. The high cost of chemical …

[HTML][HTML] The biomarker revolution

EF Schisterman, PS Albert - Statistics in medicine, 2012 - ncbi.nlm.nih.gov
The use of biomarkers to assess exposures and investigate biomedical questions is
exploding in epidemiological and medical research. Exploring the relationships between …

An array of statistical concepts and tools for handling challenging data

A Vexler, J Yu - Modern Inference Based on Health-Related Markers, 2024 - Elsevier
The aim of this chapter is to present introductory statistical concepts and illustrate diverse
statistical techniques that showcase accurate and effective methods for handling …

[图书][B] Empirical likelihood methods in biomedicine and health

A Vexler, J Yu - 2018 - taylorfrancis.com
Empirical Likelihood Methods in Biomedicine and Health provides a compendium of
nonparametric likelihood statistical techniques in the perspective of health research …