" The level is appropriate for an upper-level undergraduate or graduate-level statistics major. Sampling: Design and Analysis (SDA) will also benefit a non-statistics major with a desire to …
In the era of big data, standard analysis tools may be inadequate for making inference and there is a growing need for more efficient and innovative ways to collect, process, analyze …
MM Eyada, W Saber, MM El Genidy, F Amer - IEEE access, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) introduces a new challenge for Database Management Systems (DBMS). In IoT, large numbers of sensors are used in daily lives. These sensors generate a …
Linked administrative data offer a rich source of information that can be harnessed to describe patterns of disease, understand their causes and evaluate interventions. However …
This paper develops the notion of “open data product”. We define an open data product as the open result of the processes through which a variety of data (open and not) are turned …
JK Kim, SM Tam - International Statistical Review, 2021 - Wiley Online Library
The statistical challenges in using big data for making valid statistical inference in the finite population have been well documented in literature. These challenges are due primarily to …
P Christen, R Schnell - International Journal of Population Data …, 2023 - ncbi.nlm.nih.gov
Databases covering all individuals of a population are increasingly used for research and decision-making. The massive size of such databases is often mistaken as a guarantee for …
The book equips students with the end-to-end skills needed to do data science. That means gathering, cleaning, preparing, and sharing data, then using statistical models to analyse …
J Lane, A Spector, M Stebbins - 2024 - hdsr.mitpress.mit.edu
In this article we describe how data usage statistics could be designed to reward the contributions of both researchers and government agencies, functionally creating a carrot …