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Inferential Statistics for Hypothesis Testing
2020This chapter discusses and illustrates inferential statistics for hypothesis testing. The procedures and fundamental concepts reviewed in this chapter can help to accomplish the following goals: (1) evaluate the statistical and practical significance of the difference between a specific statistic (e.g.
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CLUSTER ANALYSIS BY TESTING THE STATISTICAL HYPOTHESIS OF UNIFORMITY
Statistics in Medicine, 1996This paper presents a cluster algorithm that defines the number of clusters and allows classification of data points. The basic task of the algorithm is to identify accumulations of vectors in the analysis sample of vectors. The accumulations of vectors are determined by testing the statistical hypothesis of uniformity.
Viktoras Šaferis +1 more
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Elements of Statistical Hypothesis Testing
1988The signal processing problem which is the object of our study in this book is that of detecting the presence of a signal in noisy observations. Signal detection is a function that has to be implemented in a variety of applications, the more obvious ones being in radar, sonar, and communications.
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Hypothesis Tests & Statistical Models [PDF]
, 1998 The heart of classical statistics is hypothesis tests. If you are comparing chemical concentrations between a “background” area and a “potentially contaminated” area, how different do the concentrations in these two areas have to be before you decide that the “potentially contaminated” area is in fact contaminated?
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Statistical hypothesis testing [PDF]
Archives of Physical Medicine and Rehabilitation, 1995 openaire +1 more source
Genetic testing in prostate cancer management: Considerations informing primary care
Ca-A Cancer Journal for Clinicians, 2022Veda N Giri +2 more
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Statistical Hypothesis Testing: Problems and Alternatives
Environmental Entomology, 1991Scientists must make decisions based on experimental data and often use statistical hypothesis tests, either formally or via P values, as the basis for such decisions. However, these tests are designed for answering questions which are almost never of scientific relevance. This paper demonstrates this problem and discusses specific alternative methods.
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Statistical Hypothesis Testing in Positive Unlabelled Data
ECML/PKDD, 2014Konstantinos Sechidis +2 more
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Statistical hypothesis testing for chemical detection in changing environments
IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2014Anna Ladi +3 more
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Statistical hypothesis testing—To transform or not to transform?
Integrated Environmental Assessment and Management, 2016Szöcs, Eduard, Schäfer, Ralf B.
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