Imputation with the R Package VIM

A Kowarik, M Templ - Journal of statistical software, 2016 - jstatsoft.org
Abstract The package VIM (Templ, Alfons, Kowarik, and Prantner 2016) is developed to
explore and analyze the structure of missing values in data using visualization methods, to …

[图书][B] Distributions for modeling location, scale, and shape: Using GAMLSS in R

RA Rigby, MD Stasinopoulos, GZ Heller, F De Bastiani - 2019 - taylorfrancis.com
This is a book about statistical distributions, their properties, and their application to
modelling the dependence of the location, scale, and shape of the distribution of a response …

[图书][B] Applied survey data analysis

SG Heeringa, BT West, PA Berglund - 2017 - taylorfrancis.com
Highly recommended by the Journal of Official Statistics, The American Statistician, and
other journals, Applied Survey Data Analysis, Second Edition provides an up-to-date …

Predicting drug response of tumors from integrated genomic profiles by deep neural networks

YC Chiu, HIH Chen, T Zhang, S Zhang, A Gorthi… - BMC medical …, 2019 - Springer
Background The study of high-throughput genomic profiles from a pharmacogenomics
viewpoint has provided unprecedented insights into the oncogenic features modulating drug …

A modeler's guide to extreme value software

LR Belzile, C Dutang, PJ Northrop, T Opitz - Extremes, 2023 - Springer
This review paper surveys recent development in software implementations for extreme
value analyses since the publication of Stephenson and Gilleland (Extremes 8: 87–109,) …

[PDF][PDF] From start to finish: a framework for the production of small area official statistics

N Tzavidis, LC Zhang, A Luna, T Schmid… - Journal of the Royal …, 2018 - Wiley Online Library
Small area estimation is a research area in official and survey statistics of great practical
relevance for national statistical institutes and related organizations. Despite rapid …

The likely extinction of hundreds of palm species threatens their contributions to people and ecosystems

S Bellot, Y Lu, A Antonelli, WJ Baker… - Nature Ecology & …, 2022 - nature.com
Protecting nature's contributions to people requires accelerating extinction risk assessment
and better integrating evolutionary, functional and used diversity with conservation planning …

Management of the social package structure at industrial enterprises on the basis of cluster analysis

M Vedernikov, M Zelena, L Volianska-Savchuk… - TEM Journal, 2020 - ceeol.com
This paper represents theoretical generalization and a new method for complex solution of
important scientific and practical problem–the effective management of industrial enterprises …

Multiple account identity deception detection in social media using nonverbal behavior

M Tsikerdekis, S Zeadally - IEEE Transactions on Information …, 2014 - ieeexplore.ieee.org
Identity deception has become an increasingly important issue in the social media
environment. The case of blocked users initiating new accounts, often called sockpuppetry …

Simulation of synthetic complex data: The R package simPop

M Templ, B Meindl, A Kowarik… - Journal of Statistical …, 2017 - digitalcollection.zhaw.ch
The production of synthetic datasets has been proposed as a statistical disclosure control
solution to generate public use files out of protected data, and as a tool to create" …