Computational Statistics

How can we uncover hidden patterns in noisy, complex data? How can we make reliable predictions in an unpredictable world? And how can the combination of statistical theory, data from diverse sources, and increased computing power help us predict the future? In this age of data, and especially big d...

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Formatua: Online
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Argitaratua: IntechOpen 2026
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Sarrera elektronikoa:https://directory.doabooks.org/handle/20.500.12854/171814
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collection Directory of Open Access Books
description How can we uncover hidden patterns in noisy, complex data? How can we make reliable predictions in an unpredictable world? And how can the combination of statistical theory, data from diverse sources, and increased computing power help us predict the future? In this age of data, and especially big data, computational statistics has become central to scientific discovery and decision-making. Therefore, this book explores the growing role of computational methods in statistical analysis, highlighting how we can transform sample data into meaningful predictions across various disciplines and domains. This volume brings together five chapters, each of which addresses a unique aspect of modern computational statistics and is ideal for statisticians, data scientists, university professors, graduate students, and researchers who seek to deepen their knowledge of computational statistics and its impact on the real world.
format Online
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language eng
publishDate 2026
publishDateRange 2026
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publisher IntechOpen
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spelling doab-20.500.12854ir-1718142026-02-12T17:07:03Z Computational Statistics Volos, Christos Mathematics / Probability & Statistics / General Mathematics / Probability & Statistics / Multivariate Analysis Mathematics / Probability & Statistics / Regression Analysis Mathematics / Probability & Statistics / Time Series thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics How can we uncover hidden patterns in noisy, complex data? How can we make reliable predictions in an unpredictable world? And how can the combination of statistical theory, data from diverse sources, and increased computing power help us predict the future? In this age of data, and especially big data, computational statistics has become central to scientific discovery and decision-making. Therefore, this book explores the growing role of computational methods in statistical analysis, highlighting how we can transform sample data into meaningful predictions across various disciplines and domains. This volume brings together five chapters, each of which addresses a unique aspect of modern computational statistics and is ideal for statisticians, data scientists, university professors, graduate students, and researchers who seek to deepen their knowledge of computational statistics and its impact on the real world. 2026-02-12T17:06:58Z 2026-02-12T17:06:58Z 2025 book 9781836346166 9781836346173 9781836346180 https://directory.doabooks.org/handle/20.500.12854/171814 eng image/jpeg n/a https://www.intechopen.com/books/1004406 https://intech-files.s3.amazonaws.com/a04Tc000008lIL5IAM/0016310_Authors_Book%20%282025-07-23%2010%3A38%3A49%29.pdf IntechOpen IntechOpen 10.5772/intechopen.1006214 10.5772/intechopen.1006214 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9781836346166 9781836346173 9781836346180 IntechOpen 84 open access
spellingShingle Mathematics / Probability & Statistics / General
Mathematics / Probability & Statistics / Multivariate Analysis
Mathematics / Probability & Statistics / Regression Analysis
Mathematics / Probability & Statistics / Time Series
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics
Computational Statistics
title Computational Statistics
title_full Computational Statistics
title_fullStr Computational Statistics
title_full_unstemmed Computational Statistics
title_short Computational Statistics
title_sort computational statistics
topic Mathematics / Probability & Statistics / General
Mathematics / Probability & Statistics / Multivariate Analysis
Mathematics / Probability & Statistics / Regression Analysis
Mathematics / Probability & Statistics / Time Series
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics
topic_facet Mathematics / Probability & Statistics / General
Mathematics / Probability & Statistics / Multivariate Analysis
Mathematics / Probability & Statistics / Regression Analysis
Mathematics / Probability & Statistics / Time Series
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics
url https://directory.doabooks.org/handle/20.500.12854/171814