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Power difference in a χ2 test vs generalized linear mixed model in the presence of missing data – a simulation study [PDF]
Background Longitudinal randomized controlled trials (RCTs) often aim to test and measure the effect of treatment between arms at a single time point. A two-sample χ2 test is a common statistical approach when outcome data are binary.
Mary L. Miller +3 more
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How to use χ2 test correctly——the independence test for the data of a multiway table
The purpose of this article was to introduce the methods for the independence test of a special high-dimensional table (ie g×2×2 table) and its SAS implementation.
Hu Chunyan, Hu Liangping
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How to use χ2 test correctly——χ2 distribution and the related contents
The purpose of this article was to introduce the χ2 distribution and related contents, including χ2 distribution and non-central χ2 distribution. It focused on showing the definition of two χ2 distributions, the graph and the main properties of the ...
Hu Chunyan, Hu Liangping
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The purpose of this paper was to introduce the χ2 test for the data of four-fold tables collected from the case-control design, the hypothesis test and interval estimation of odds ratio, and the implementation of SAS and R software.
Hu Chunyan, Hu Liangping
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The purpose of this article was to introduce the χ2 test for the data of four-fold tables collected from the cross-sectional design and the realization of SAS and R software.
Hu Chunyan, Hu Liangping
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The purpose of this article was to introduce the types of a multiway table data and their corresponding statistical analysis methods. Based on the data types of the result variables, common high-dimensional table data could be divided into the following ...
Hu Chunyan, Hu Liangping
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The purpose of this paper was to introduce the χ2 test for the data of four-fold tables collected from the cohort design, the hypothesis test and interval estimation of relative risk, and the implementation of SAS and R software.
Hu Chunyan, Hu Liangping
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The purpose of this paper was to introduce the McNemar΄s χ2 test and SAS and R software implementation of four-fold table data collected from the matched pairs design.
Hu Chunyan, Hu Liangping
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How to use χ2 test correctly——the Wald΄s test and the implementation of SAS software
The purpose of this article was to introduce the Wald΄s test and the SAS implementation. The specific contents involved the following nine aspects, namely the general Wald΄s test,the robust Wald΄s test,the constrained Wald΄s χ2 test,the generalized Wald ...
Hu Chunyan, Hu Liangping
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How to use χ2 test correctly——the score test and the implementation of SAS software
The purpose of this article was to introduce the score test and the SAS implementation. Concretely, there were five common forms of the score test statistics, namely the general score test statistic,the robust score test statistic,the residual score test
Hu Chunyan, Hu Liangping
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