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Statistical Theory and Related Fields

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Statistical Theory and Related Fields, Volume 8, Issue 1 (2024)

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Statistical Theory and Related Fields, Volume 8, Issue 1 (2024)

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Volume 8, 2024 Vol 7, 2023 Vol 6, 2022 Vol 5, 2021 Vol 4, 2020 Vol 3, 2019 Vol 2, 2018 Vol 1, 2017

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Special Issue on Causal Inference, Missing Data, and Data Integration

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Article

Robust analyzes for longitudinal clinical trials with missing and non-normal continuous outcomes

Siyi Liu, Yilong Zhang, Gregory T. Golm, Guanghan (Frank) Liu & Shu Yang

Pages: 1-14

Published online: 26 Sep 2023

371 Views
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Article

FragmGAN: generative adversarial nets for fragmentary data imputation and prediction

Fang Fang & Shenliao Bao

Pages: 15-28

Published online: 27 Oct 2023

AbstractforFragmGAN: generative adversarial nets for fragmentary data imputation and prediction | Full Text | References | PDF (1.2 MB) | EPUB

316 Views
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Article

Multiply robust estimation for average treatment effect among treated

Lu Wang & Peisong Han

Pages: 29-39

Published online: 15 Dec 2023

370 Views
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Article

Verifiable identification condition for nonignorable nonresponse data with categorical instrumental variables

Kenji Beppu & Kosuke Morikawa

Pages: 40-50

Published online: 04 Jan 2024

281 Views
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Article

Kernel regression utilizing heterogeneous datasets

Chi-Shian Dai & Jun Shao

Pages: 51-68

Published online: 28 Apr 2023

AbstractforKernel regression utilizing heterogeneous datasets | Full Text | References | PDF (1.4 MB) | EPUB

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Article

Relaxed doubly robust estimation in causal inference

Tinghui Xu & Jiwei Zhao

Pages: 69-79

Published online: 08 Feb 2024

AbstractforRelaxed doubly robust estimation in causal inference | Full Text | References | PDF (1.1 MB) | EPUB

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Statistical Theory and Related Fields (Vol.8, Iss.1, 2024)

Special Issue on Causal Inference, Missing Data, and Data Integration

Special Issue on Causal Inference, Missing Data, and Data Integration

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