Estimating sample size for tests on trends across repeated measurements with missing data based on the interaction term in a mixed model.

Yi Q; Panzarella T

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Estimating sample size for tests on trends across repeated measurements with missing data based on the interaction term in a mixed model.

机译：根据混合模型中的相互作用项，估计用于重复测量趋势的测试的样本量，该趋势具有丢失的数据。

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A formula to estimate the required sample size for a study with repeated measurements was constructed based on the test of an interaction term in a mixed model. It covers both random effects and serial correlation and allows for missing data. This formula indicates that the method suggested by Dawson is conservative. A simulation study further verified the accuracy of the formula. Factors that influence the required sample size, such as the number of repeated measurements, the structure of the within-subject correlation, and their interaction, were investigated in detail.

机译：根据混合模型中相互作用项的检验，构建了一个公式，用于估计重复测量的研究所需的样本量。它涵盖了随机效应和序列相关性，并允许丢失数据。这个公式表明道森建议的方法是保守的。仿真研究进一步验证了该公式的准确性。详细研究了影响所需样本量的因素，例如重复测量的次数，对象内部相关性的结构及其相互作用。

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《Controlled clinical trials》 |2002年第5期|共1页
作者
Yi Q; Panzarella T;
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原文格式 PDF
正文语种 eng
中图分类临床医学;
关键词
SIZES; Infant formula; Models; Databases; 数据库;

机译：SIZES;Infant formula;Models;Databases;数据库;

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1. Estimating sample size for tests on trends across repeated measurements with missing data based on the interaction term in a mixed model. [J] . Yi Q, Panzarella T Controlled clinical trials . 2002,第5期

机译：根据混合模型中的相互作用项，估计用于重复测量趋势的测试的样本量，该趋势具有丢失的数据。
2. Power and sample size for the S:T repeated measures design combined with a linear mixed-effects model allowing for missing data [J] . Tango Toshiro Journal of biopharmaceutical statistics . 2017,第6期

机译：S：T的电源和样本大小，重复测量设计结合线性混合效果模型，允许缺少数据
3. K-Sample Test and Sample Size Calculation for Comparing Slopes in Data with Repeated Measurements [J] . Sin-Ho Jung, Chul Ahn Biometrical Journal . 2004,第5期

机译：通过重复测量比较数据中的斜率的K样本测试和样本大小计算
4. Multiple Imputation for Missing Data in Repeated Measurements Using MCMC and Copulas [C] . Lily Ingsrisawang, Duangporn Potawee IAENG International Conference on Electrical Engineering Special Session;IAENG International Conference on Industrial Engineering;IAENG International Conference on Operations Research;IAENG International Conference on Industrial Engineering Special Session;IAENG International Conference on Scientific Computing . 2012

机译：使用MCMC和Copulas重复测量中缺少数据的多重估算
5. Analyzing data sets with a mixture of MAR and NINR missing data: Assessing the impact of sample size and proportion missing on the estimates [D] . Meleth, Sreelatha. 2001

机译：分析包含MAR和NINR缺失数据的数据集：评估样本大小和缺失比例对估计值的影响
6. Family-Based Association Tests with Longitudinal Measurements: Handling Missing Data [O] . Xiao Ding, Nan Laird -1

机译：纵向测量的基于家庭的关联测试：处理缺失数据
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8. Relationship between Correlations of Repeated Measurements and Correlations of Relative Standard Deviation Estimates of These Measurements; Application to Proficiency Analytical Testing Program Silica and Asbestos Data [R] . Shulman, S. A. 2002

机译：重复测量的相关性与这些测量的相对标准偏差估计的相关性之间的关系;应用于熟练分析测试程序二氧化硅和石棉数据

Estimating sample size for tests on trends across repeated measurements with missing data based on the interaction term in a mixed model.

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