Network and Adaptive Sampling

1. Auflage 2014
ISBN: 978-1-4665-7756-5
Verlag: CRC Press

Buch, Englisch, 134 Seiten, Format (B × H): 152 mm x 234 mm, Gewicht: 340 g

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.

Zielgruppe

Researchers and practitioners in statistics, economics, and social sciences.

Autoren/Hrsg.

Chaudhuri, Arijit

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik

Inhaltsverzeichnis

Introduction. Certain Common Methods of Sampling Finite Populations and Estimation Procedures: Prerequisite for Network and Adaptive Sampling. A Plea for Network Sampling: Theory and Applications. Need for Adaptive Sampling: Relevant Theory of Unbiased Estimator. Adaptive and Network Sampling in Tandem. Applications and Case Studies.

Über Autor(innen)

Chaudhuri, Arijit