Anomaly detection by robust statistics

PJ Rousseeuw, M Hubert - Wiley Interdisciplinary Reviews …, 2018 - Wiley Online Library
Real data often contain anomalous cases, also known as outliers. These may spoil the
resulting analysis but they may also contain valuable information. In either case, the ability to …

Robust statistics for outlier detection

PJ Rousseeuw, M Hubert - Wiley interdisciplinary reviews …, 2011 - Wiley Online Library
When analyzing data, outlying observations cause problems because they may strongly
influence the result. Robust statistics aims at detecting the outliers by searching for the …

Exploring the nexus between agriculture and greenhouse gas emissions in BIMSTEC region: The role of renewable energy and human capital as moderators

GD Sharma, MI Shah, U Shahzad, M Jain… - Journal of environmental …, 2021 - Elsevier
Agriculture and the food system emit a considerable amount of Greenhouse Gas (GHG)
emissions in the atmosphere. Hence, current researchers, policymakers, and other …

[HTML][HTML] The role of green industrial transformation in mitigating carbon emissions: Exploring the channels of technological innovation and environmental regulation

S Mehmood, K Zaman, S Khan, Z Ali - Energy and Built Environment, 2024 - Elsevier
The industrial sector is vital to economic progress, yet industrial pollution poses
environmental and economic concerns. The purpose of the study was to investigate the …

Role of alternative and nuclear energy in stimulating environmental sustainability: impact of government expenditures

I Khan, D Tan, ST Hassan, Bilal - Environmental Science and Pollution …, 2022 - Springer
Environmental sustainability is fundamental to the survival of our planet and ourselves, as
polluted air, water, and land severely affect communities and society to thrive and damage …

Cleaner technology and natural resource management: An environmental sustainability perspective from China

F Shaheen, MS Lodhi, J Rosak-Szyrocka, K Zaman… - Clean …, 2022 - mdpi.com
In economies, cleaner technology, increased demand for renewable energy, and more
efficient use of natural resources contribute to meeting environmental sustainability targets …

Greening the workforce: the power of investing in human capital

M Aqib, K Zaman - 2023 - mpra.ub.uni-muenchen.de
Experts are interested in creating human capital's role in boosting economic growth. Some
research has been done on using human capital to help lessen carbon emissions in …

Moderating and mediating role of renewable energy consumption, FDI inflows, and economic growth on carbon dioxide emissions: evidence from robust least square …

S Naz, R Sultan, K Zaman, AM Aldakhil… - … Science and Pollution …, 2019 - Springer
The relationship between renewable energy consumption (REC), foreign direct investment
(FDI) inflows, economic growth, and their resulting impact on CO2 emissions is widely …

[图书][B] Robust statistics: theory and methods (with R)

RA Maronna, RD Martin, VJ Yohai, M Salibián-Barrera - 2019 - books.google.com
A new edition of this popular text on robust statistics, thoroughly updated to include new and
improved methods and focus on implementation of methodology using the increasingly …

[图书][B] Robust regression and outlier detection

PJ Rousseeuw, AM Leroy - 2003 - books.google.com
WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series
consists of selected books that have been made more accessible to consumers in an effort …