[PDF][PDF] Improved Techniques for Training Tabular GANs Using Cramer's V Statistics.

M Mendikowski, B Schindler, T Schmid, R Möller… - Canadian …, 2023 - assets.pubpub.org
Considering the growing global demand for machine learning training data, synthetic data
generation is a reasonable way to address the versatile challenges in data acquisition …

[PDF][PDF] Creating customers that never existed: Synthesis of e-commerce data using CTGAN

M Mendikowski, M Hartwig - … on Machine Learning and Data Mining …, 2022 - singular-it.de
Various e-commerce use cases that companies implement in applications rely on personal
data of customers. Privacy and data protection play an important role when discussing the …

Randomization-based covariance adjustment of win ratios and win odds for randomized multi-visit studies with ordinal outcomes

ANNMK WEIDEMAN, EK KOWALEWSKI… - Journal of Statistical …, 2024 - banglajol.info
In many randomized multi-visit studies, some response variables have an ordinal scale for
outcomes. The win odds (accounts for ties) and the win ratio (ignores ties) are useful for …

Chi‐squared tests: numerical examples

LE Wiener, GG Koch, ME Stokes - Wiley StatsRef: Statistics …, 2014 - Wiley Online Library
This article describes the range of applications of chi‐squared tests via five illustrative
examples. The first of these applies chi‐squared approximations to randomization‐based …

[PDF][PDF] Creating Customers That Never Existed

Various e-commerce use cases that companies implement in applications rely on personal
data of customers. Privacy and data protection play an important role when discussing the …

[PDF][PDF] Sustainability assessment model for concrete formwork system

MTA AL-ASHWAL - 2020 - eprints.utm.my
The construction industry is recognised as the world's least sustainable industries with high
rates consumption of resources and contribution towards global pollution. A major …

Randomization-Based Methods for Treatment Comparisons for Dichotomous Outcomes for Multiple Anatomical Regions

J Yu, G Koch - Statistics in Biopharmaceutical Research, 2021 - Taylor & Francis
Some clinical trials in ophthalmology or dermatology randomize patients into two or more
treatment groups, and observations are made for one or more anatomical regions (or sites) …