A novel outlier statistic in multivariate survival models and its application to identify unusual under-five mortality sub-districts in Malawi-Reference-Cited by-同舟云学术

A novel outlier statistic in multivariate survival models and its application to identify unusual under-five mortality sub-districts in Malawi

Published:2022-03-03 Issue: Volume: Page:1-17
ISSN:0266-4763
Container-title:Journal of Applied Statistics
language:en
Short-container-title:Journal of Applied Statistics

Author:

Kaombe Tsirizani M.¹^ORCID,Manda Samuel O. M.¹²³^ORCID

Affiliation:

1. Department of Mathematical Sciences, Faculty of Science, University of Malawi, Zomba, Malawi

2. Department of Statistics, University of Pretoria, Pretoria, South Africa

3. Biostatistics Research Unit, South African Medical Research Council, Pretoria, South Africa

Funder

World Bank's Malawi Skills Development Project

SSACAB

South African Medical Research Council

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/02664763.2022.2043255

Reference38 articles.

1. A Version of the EM Algorithm for Proportional Hazard Model with Random Effects

2. S. Brilleman, W. Rory, M. Moreno-Betancur, and M. Crowther, simsurv: A Package for simulating simple or complex survival data, in UseR! Conference 2018, Brisbane, Australia, Monash University, 2018.

3. Sources of variation in under-5 mortality across sub-Saharan Africa: a spatial analysis

4. Geographical variations in infant and child mortality in West Africa: a geo-additive discrete-time survival modelling

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