Statistics in the Age of Big Data: Opportunities and Challenges

DOI

10.2991/isss-17.2017.19How to use a DOI?

Keywords

Big data; statistics; opportunities

Abstract

The era of large data will change the way we understand and form statistical information. To store, integrate, process and analyze massive amounts of data can be viewed as a new data analysis method. This kind of intrinsic nature based on data relations determines the inevitable relationship between large data and statistics. Big data provides both opportunities and challenges for the development of statistics. The opportunities are reflected in: the improvement of statistical quality, the decline in statistical costs, and the expansion of the field of statistical action. The challenges are reflected in: the standard of large amounts of samples to be adjusted, the sample selection criteria and form to be re-determined, the statistical software to be upgraded and developed.

Copyright

© 2017, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Guoli Liu
PY  - 2017/05
DA  - 2017/05
TI  - Statistics in the Age of Big Data: Opportunities and Challenges
BT  - Proceedings of 3rd International Symposium on Social Science (ISSS 2017)
PB  - Atlantis Press
SP  - 89
EP  - 92
SN  - 2352-5398
UR  - https://doi.org/10.2991/isss-17.2017.19
DO  - 10.2991/isss-17.2017.19
ID  - Liu2017/05
ER  -