Targeted Learning 2024 pdf epub mobi 電子書 下載


Targeted Learning

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The statistics profession is at a unique point in history. The need for valid statistical tools is greater than ever; data sets are massive, often measuring hundreds of thousands of measurements for a single subject. The field is ready to move towards clear objective benchmarks under which tools can be evaluated. Targeted learning allows (1) the full generalization and utilization of cross-validation as an estimator selection tool so that the subjective choices made by humans are now made by the machine, and (2) targeting the fitting of the probability distribution of the data toward the target parameter representing the scientific question of interest. This book is aimed at both statisticians and applied researchers interested in causal inference and general effect estimation for observational and experimental data. Part I is an accessible introduction to super learning and the targeted maximum likelihood estimator, including related concepts necessary to understand and apply these methods. Parts II-IX handle complex data structures and topics applied researchers will immediately recognize from their own research, including time-to-event outcomes, direct and indirect effects, positivity violations, case-control studies, censored data, longitudinal data, and genomic studies.

Targeted Learning 2024 pdf epub mobi 電子書 下載

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Targeted Learning 2024 pdf epub mobi 電子書 下載

Targeted Learning 2024 pdf epub mobi 電子書 下載

Targeted Learning 2024 pdf epub mobi 電子書 下載



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出版者:Springer
作者:Mark J. van der Laan
出品人:
頁數:628
譯者:
出版時間:2011-6-19
價格:USD 139.00
裝幀:Hardcover
isbn號碼:9781441997814
叢書系列:

圖書標籤: statistics  荷蘭  美國  經濟學  統計學  歐洲  數學  因果論   


Targeted Learning 2024 pdf epub mobi 電子書 下載
想要找書就要到 本本書屋
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

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Mark把所有概念都在TLB裏解釋清楚瞭

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Mark把所有概念都在TLB裏解釋清楚瞭

評分

Mark把所有概念都在TLB裏解釋清楚瞭

評分

Mark把所有概念都在TLB裏解釋清楚瞭

評分

Mark把所有概念都在TLB裏解釋清楚瞭

Targeted Learning 2024 pdf epub mobi 電子書 下載


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