Powerful Statistical Inference for Nested Data Using Sufficient Summary Statistics
نویسندگان
چکیده
منابع مشابه
Powerful Statistical Inference for Nested Data Using Sufficient Summary Statistics
Hierarchically-organized data arise naturally in many psychology and neuroscience studies. As the standard assumption of independent and identically distributed samples does not hold for such data, two important problems are to accurately estimate group-level effect sizes, and to obtain powerful statistical tests against group-level null hypotheses. A common approach is to summarize subject-lev...
متن کاملstatistical inference via empirical bayes approach for stationary and dynamic contingency tables
چکیده ندارد.
15 صفحه اولA powerful approach to estimating annotation-stratified genetic covariance using GWAS summary statistics
~150 words) Despite the success of large-scale genome-wide association studies (GWASs) on complex traits, our understanding of their genetic architecture is far from complete. Jointly modeling multiple traits’ genetic profiles has provided insights into the shared genetic basis of many complex traits. However, large-scale inference sets a high bar for both statistical power and interpretability...
متن کاملEvaluation of statistical treatments of left-censored environmental data using coincident uncensored data sets: I. Summary statistics.
The main classes of statistical treatment of below-detection limit (left-censored) environmental data for the determination of basic statistics that have been used in the literature are substitution methods, maximum likelihood, regression on order statistics (ROS), and nonparametric techniques. These treatments, along with using all instrument-generated data (even those below detection), were e...
متن کاملBASIC STATISTICS FOR BUSY CLINICIANS ( V ) Statistical inference : Hypothesis testing
The aim of statistical inference is to predict the parameters of a population, based on a sample of data. Inferential statistics encompasses the estimation of parameters and model predictions. The present article describes the hypothesis tests or statistical significance tests most commonly used in healthcare research. & 2010 SEICAP. Published by Elsevier España, S.L. All rights reserved.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Frontiers in Human Neuroscience
سال: 2018
ISSN: 1662-5161
DOI: 10.3389/fnhum.2018.00103