Contributions to Sampling Statistics (Contributions to Statistics)
暫譯: 取樣統計的貢獻 (統計學貢獻)
- 出版商: Springer
- 出版日期: 2014-06-17
- 售價: $2,320
- 貴賓價: 9.5 折 $2,204
- 語言: 英文
- 頁數: 233
- 裝訂: Hardcover
- ISBN: 3319053191
- ISBN-13: 9783319053196
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相關分類:
機率統計學 Probability-and-statistics
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book contains a selection of the papers presented at the ITACOSM 2013 Conference, held in Milan in June 2013. It is intended as an international forum of scientific discussion on the developments of theory and application of survey sampling methodologies and applications in human and natural sciences. The book gathers research papers carefully selected from both invited and contributed sessions of the conference. The whole book appears to be a relevant contribution to various key aspects of sampling methodology and techniques; it deals with some hot topics in sampling theory, such as calibration, quantile-regression and multiple frame surveys and with innovative methodologies in important topics of both sampling theory and applications. Contributions cut across current sampling methodologies such as interval estimation for complex samples, randomized responses, bootstrap, weighting, modeling, imputation, small area estimation and effective use of auxiliary information; applications cover a wide and enlarging range of subjects in official household surveys, Bayesian networks, auditing, business and economic surveys, geostatistics and agricultural statistics. The book is an updated, high level reference survey addressed to researchers, professionals and practitioners in many fields.
商品描述(中文翻譯)
本書收錄了於2013年6月在米蘭舉行的ITACOSM 2013會議上發表的論文。它旨在成為一個國際科學討論論壇,探討調查抽樣方法及其在人文和自然科學中的應用的理論與發展。本書匯集了從會議的邀請和投稿環節中精心挑選的研究論文。整本書對抽樣方法和技術的各個關鍵方面提供了相關的貢獻;它涉及抽樣理論中的一些熱門話題,如校準、分位數回歸和多框架調查,以及在抽樣理論和應用中的創新方法。貢獻涵蓋了當前的抽樣方法學,如複雜樣本的區間估計、隨機回應、自助法、加權、建模、插補、小區域估計和輔助信息的有效使用;應用範圍涵蓋官方家庭調查、貝葉斯網絡、審計、商業和經濟調查、地質統計和農業統計等廣泛且不斷擴大的主題。本書是一本更新的高水平參考調查,針對許多領域的研究人員、專業人士和實務工作者。