Dance of the p-valuesP-values are a common component and outcome measure in most every published observational or randomized clinical trial. However, junior faculty, fellows, and residents have little or no tra
(2009). The Interpretation of The P-Values. In: Cleophas, T.J., Zwinderman, A.H., Cleophas, T.F., Cleophas, E.P. (eds) Statistics Applied to Clinical Trials. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-9523-8_10 Download citation .RIS .ENW .BIB DOIhttps://doi.org...
Test statistics can be reported in the results section of your research paper along with the sample size,pvalue of the test, and any characteristics of your data that will help to put these results into context. Whether or not you need to report the test statistic depends on the type of ...
Evaluating metagenomic software is key for optimizing metagenome interpretation and focus of the Initiative for the Critical Assessment of Metagenome Interpretation (CAMI). The CAMI II challenge engaged the community to assess methods on realistic and co
This chapter builds on the concepts related to project design (Chap. 5 ) and descriptive statistics (Chap. 6 ) to present a number of possible inferential statistics appr
The Role of Investigators and Methodologists As with all fields of science, the sciences of study design and statistics are in constant evolution. Methods that were considered standard and important at the time a trial was designed may no longer be favored by the time the trial is finished...
Two researchers using a GLM may specify different types of GLMs—for example, an ordered logit or an ordered probit. Beyond establishing a model, researchers use subjective criteria to make inferences. The classical p value is the perfect example: the decision to declare a result statistically ...
To cite some of the well-known figures, in 1840, goods worth approximately ten million pounds sterling arrived in New Orleans, while the value of goods traded through the Ohio Canal amounted to approximately 1.1 million pounds. See: Douglass North, The Economic Growth of the United States, ...
methodology of quality assurance was developed. The analytical methods focused on multivariate statistics. To enhance the interpretation of the obtained clusters, a recently developed three-dimensional geological model was used for better understanding and presentation. It was found that in the study area...
Single-cell ATAC-seq technology advances our understanding of single-cell heterogeneity in gene regulation by enabling exploration of epigenetic landscapes and regulatory elements. However, low sequencing depth per cell leads to data sparsity and high dimensionality, limiting the characterization of gene re...