The American Statistician
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Published By Informa Uk (American Statistical Association)

1537-2731, 0003-1305
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scholarly journals Demystifying statistical learning based on efficient influence functions

2022 ◽  
pp. 1-48
Author(s):  
Oliver Hines ◽  
Oliver Dukes ◽  
Karla Diaz-Ordaz ◽  
Stijn Vansteelandt
Keyword(s):  
Statistical Learning ◽  
Influence Functions

Analytical problem solving based on causal, correlational and deductive models

2022 ◽  
pp. 1-19
Author(s):  
Jeroen de Mast ◽  
Stefan H. Steiner ◽  
Wim P. M. Nuijten ◽  
Daniel Kapitan
Keyword(s):  
Problem Solving ◽  
Analytical Problem

COVID-19 Pandemic as a Change Agent in the Structure and Practice of Statistical Consulting Centers

2021 ◽  
pp. 1-11
Author(s):  
Shing Lee ◽  
Emilia Bagiella ◽  
Roger Vaughan ◽  
Usha Govindarajulu ◽  
Paul Christos ◽  
...  
Keyword(s):  
Change Agent ◽  
Statistical Consulting

scholarly journals A Review of Adversarial Attack and Defense for Classification Methods

2021 ◽  
pp. 1-44
Author(s):  
Yao Li ◽  
Minhao Cheng ◽  
Cho-Jui Hsieh ◽  
Thomas C. M. Lee
Keyword(s):  
Classification Methods ◽  
Adversarial Attack ◽  
Attack And Defense

Statistical implications of endogeneity induced by residential segregation in small-area modelling of health inequities

2021 ◽  
pp. 1-16
Author(s):  
Rachel C. Nethery ◽  
Jarvis T. Chen ◽  
Nancy Krieger ◽  
Pamela D. Waterman ◽  
Emily Peterson ◽  
...  
Keyword(s):  
Residential Segregation ◽  
Small Area ◽  
Health Inequities

scholarly journals Using Differentiable Programming for Flexible Statistical Modeling

2021 ◽  
pp. 1-23
Author(s):  
Maren Hackenberg ◽  
Marlon Grodd ◽  
Clemens Kreutz ◽  
Martina Fischer ◽  
Janina Esins ◽  
...  
Keyword(s):  
Statistical Modeling
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