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Network and adaptive sampling

By: Chaudhuri, Arijit.
Publisher: Boca Raton CRC Press 2015Description: xix, 114 p.ISBN: 9781466577565.Subject(s): Adaptive sampling (Statistics)DDC classification: 519.52 Summary: Combining the two statistical techniques of network sampling and adaptive sampling, this book illustrates the advantages of using them in tandem to effectively capture sparsely located elements in unknown pockets. It shows how network sampling is a reliable guide in capturing inaccessible entities through linked auxiliaries. The text also explores how adaptive sampling is strengthened in information content through subsidiary sampling with devices to mitigate unmanageable expanding sample sizes. Empirical data illustrates the applicability of both methods. (https://www.crcpress.com/Network-and-Adaptive-Sampling/Chaudhuri/9781466577565)
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Slot 1422 (0 Floor, East Wing) Non-fiction 519.52 C4N3 (Browse shelf) Available 190511

Table of Contents:

1. Notations and introduction
2. Sampling and estimation methods
3. Plea for network sampling
4. Need for adaptive sampling
5. Adaptive and network in tandem with constraints
6. Applications and case studies
7. A brief review of available literature.

Combining the two statistical techniques of network sampling and adaptive sampling, this book illustrates the advantages of using them in tandem to effectively capture sparsely located elements in unknown pockets. It shows how network sampling is a reliable guide in capturing inaccessible entities through linked auxiliaries. The text also explores how adaptive sampling is strengthened in information content through subsidiary sampling with devices to mitigate unmanageable expanding sample sizes. Empirical data illustrates the applicability of both methods.

(https://www.crcpress.com/Network-and-Adaptive-Sampling/Chaudhuri/9781466577565)

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