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This volume covers the updated nonparametric regression methods for longitudinal data analysis given that the methods are now more flexible and robust than in the immediate past. The book also introduces the mixed-effects idea in nonparametric regressions so that the methods that are described will be more powerful and efficient when compared to those in other existing books.
Mathematical statistics --- Longitudinal method --- Nonparametric statistics. --- Mathematical models. --- Nonparametric statistics --- Longitudinal research --- Longitudinal studies --- Distribution-free statistics --- Statistics, Distribution-free --- Statistics, Nonparametric --- Mathematical models --- Methodology --- Research --- Social sciences
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This book, which is split into two parts, is about Prof. Zhidong Bai's life and his contributions to statistics and probability. The first part contains an interview with Zhidong Bai conducted by Dr Atanu Biswas from the Indian Statistical Institute, and seven short articles detailing Bai's contributions. The second part is a collection of his selected seminal papers in the areas of random matrix theory, Edgeworth expansion, M-estimation, model selection, adaptive design in clinical trials, applied probability in algorithms, small area estimation, and time series, among others. This book prov
Mathematicians --- Statisticians --- Mathematical statistics --- Scientists --- Biography --- Bai, Zhidong. --- 白志东
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