26 citations · 26 across the 2 of their papers we have counts for
3 papers
math.ST2024
On the effect of noise on fitting linear regression models
Insha Ullah, A. H. Welsh
In this study, we explore the effects of including noise predictors and noise observations when fitting linear regression models. We present empirical and theoretical results that…
cs.CR2021
Detection of cybersecurity attacks through analysis of web browsing activities using principal component analysis
Insha Ullah, Kerrie Mengersen, Rob J Hyndman +1
Organizations such as government departments and financial institutions provide online service facilities accessible via an increasing number of internet connected devices which ma…
stat.CO2020★ 26 cited
A Survey of Bayesian Statistical Approaches for Big Data
Farzana Jahan, Insha Ullah, Kerrie L Mengersen
The modern era is characterised as an era of information or Big Data. This has motivated a huge literature on new methods for extracting information and insights from these data. A…