Aspects of data ethics in a changing world: Where are we now?

DJ Hand - Big data, 2018 - liebertpub.com
Ready data availability, cheap storage capacity, and powerful tools for extracting information
from data have the potential to significantly enhance the human condition. However, as with …

[图书][B] Sampling: design and analysis

SL Lohr - 2021 - taylorfrancis.com
" 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 …

An overview of healthcare data analytics with applications to the COVID-19 pandemic

Z Fei, Y Ryeznik, O Sverdlov, CW Tan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 …

Performance evaluation of IoT data management using MongoDB versus MySQL databases in different cloud environments

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 …

Biases arising from linked administrative data for epidemiological research: a conceptual framework from registration to analyses

RJ Shaw, KL Harron, JM Pescarini… - European journal of …, 2022 - Springer
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 …

Open data products-A framework for creating valuable analysis ready data

D Arribas-Bel, M Green, F Rowe… - Journal of Geographical …, 2021 - Springer
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 …

Data integration by combining big data and survey sample data for finite population inference

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 …

[HTML][HTML] Thirty-three myths and misconceptions about population data: from data capture and processing to linkage

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 …

[图书][B] Telling Stories with Data: With Applications in R

R Alexander - 2023 - taylorfrancis.com
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 …

An invisible hand for creating public value from data

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 …