Statistical Methods in Data Science and Applications

Contributors: Tang, Niansheng, Lee, Shen-Ming

Subject Terms: meta learning, data classification, hybrid sine and cosine algorithm, Wilcoxon signed rank test, multiple application scenario datasets, model selection, nonparametric additive models, nonparametric smoothing, ridge estimation, data masking, multiplicative noise, data mining, sample size calculation, clustering, correlation, REML, multivariate linear mixed models, GWNR, linear estimator, mixed estimator, spatial data, unbiased, bootstrap resampling, imputation, non-inferiority assessment, non-ignorable missing data, three-arm trial, bootstrap, expectation-maximization (EM) algorithm, latent class, likelihood ratio test, maximum likelihood, randomized response, sensitive attribute, credit risk scorecards, hypothesis testing, population stability, simulation, biomarkers, correction for attenuation, measurement error, Poisson binomial distribution, logistic regression, data aggregation, likelihood, numerical optimization, indirect questioning, non-randomized response technique, randomized response technique, statistical methods, model averaging, asymptotic optimality, HRCp, varying-coefficient partially linear model, missing data, otsfeatures, ordinal time series, feature extraction, cumulative probabilities, R package, cognitive diagnosis model, DINA model, penalized likelihood, Shannon entropy, EM algorithm, surrogate, zero-inflated data, Applied mathematics

File Description: application/octet-stream

Access URL: https://directory.doabooks.org/handle/20.500.12854/137898
https://mdpi.com/books/pdfview/book/9160

Non-Parametric Non-Inferiority Assessment in a Three-Arm Trial with Non-Ignorable Missing Data

Authors: Wei Li, Yunqi Zhang, Niansheng Tang

Source: Mathematics, Vol 11, Iss 1, p 246 (2023)

Subject Terms: bootstrap resampling, imputation, non-inferiority assessment, non-ignorable missing data, three-arm trial, Mathematics, QA1-939

File Description: electronic resource

Relation: https://www.mdpi.com/2227-7390/11/1/246; https://doaj.org/toc/2227-7390

Access URL: https://doaj.org/article/17dd23d69e7d48cfa7ee452d051fb7c3

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