Statistical inference for exploratory data analysis and model diagnostics
نویسندگان
چکیده
منابع مشابه
Statistical inference for exploratory data analysis and model diagnostics.
We propose to furnish visual statistical methods with an inferential framework and protocol, modelled on confirmatory statistical testing. In this framework, plots take on the role of test statistics, and human cognition the role of statistical tests. Statistical significance of 'discoveries' is measured by having the human viewer compare the plot of the real dataset with collections of plots o...
متن کاملSupplementary Material for “ Statistical Inference for Exploratory Data Analysis and Model Diagnostics ”
An issue in simulation-based statistical inference is that simulation requires a single distribution to sample from, whereas null hypotheses H0 of interest are always composite and hence cannot be simulated directly. The problem of composite null hypotheses is also called the problem of nuisance parameters. Examples of nuisance parameters are the following: In EDA, when the null hypothesis is i...
متن کاملStatistical inference for exploratory data analysis
Supplementary data 367.1906.4361.DC1.html http://rsta.royalsocietypublishing.org/content/suppl/2009/10/01/ "Data Supplement" References l.html#ref-list-1 http://rsta.royalsocietypublishing.org/content/367/1906/4361.ful This article cites 15 articles, 2 of which can be accessed free Rapid response 1906/4361 http://rsta.royalsocietypublishing.org/letters/submit/roypta;367/ Respond to this article...
متن کاملstatistical inference via empirical bayes approach for stationary and dynamic contingency tables
چکیده ندارد.
15 صفحه اولStatistical Analysis Methods for the fMRI Data
Functional magnetic resonance imaging (fMRI) is a safe and non-invasive way to assess brain functions by using signal changes associated with brain activity. The technique has become a ubiquitous tool in basic, clinical and cognitive neuroscience. This method can measure little metabolism changes that occur in active part of the brain. We process the fMRI data to be able to find the parts of br...
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ژورنال
عنوان ژورنال: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
سال: 2009
ISSN: 1364-503X,1471-2962
DOI: 10.1098/rsta.2009.0120