株式会社極東書店トップ ＞ 商品一覧 ＞ Handbook of Matching and Weighting Adjustments for Causal Inference.
商品詳細
Handbook of Matching and Weighting Adjustments for Causal Inference.
・ISBN 978-0-367-60952-8 hard GB£ 235.00
￥74,448.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-1-003-10267-0
| 著者・編者 | Zubizarreta, Jose R. / Stuart, Elizabeth A. / Small, Dylan S. / Rosenbaum, Paul R. (eds.), |
|---|---|
| シリーズ | Chapman & Hall/CRC Handbooks of Modern Statistical Methods |
| 出版社 | (Chapman & Hall/CRC, UK) |
| 出版年月 | 2023 |
| ページ数 | 634 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-3526＞ |
解説
An observational study infers the effects caused by a treatment, policy, program, intervention, or exposure in a context in which randomized experimentation is unethical or impractical. One task in an observational study is to adjust for visible pretreatment differences between the treated and control groups. Multivariate matching and weighting are two modern forms of adjustment. This handbook provides a comprehensive survey of the most recent methods of adjustment by matching, weighting, machine learning and their combinations. Three additional chapters introduce the steps from association to causation that follow after adjustments are complete.
When used alone, matching and weighting do not use outcome information, so they are part of the design of an observational study. When used in conjunction with models for the outcome, matching and weighting may enhance the robustness of model-based adjustments. The book is for researchers in medicine, economics, public health, psychology, epidemiology, public program evaluation, and statistics who examine evidence of the effects on human beings of treatments, policies or exposures.