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標題: Titlebook: Statistics for Health Data Science; An Organic Approach Ruth Etzioni,Micha Mandel,Roman Gulati Textbook 2020 The Author(s), under exclusive [打印本頁]

作者: 復雜    時間: 2025-3-21 17:23
書目名稱Statistics for Health Data Science影響因子(影響力)




書目名稱Statistics for Health Data Science影響因子(影響力)學科排名




書目名稱Statistics for Health Data Science網(wǎng)絡公開度




書目名稱Statistics for Health Data Science網(wǎng)絡公開度學科排名




書目名稱Statistics for Health Data Science被引頻次




書目名稱Statistics for Health Data Science被引頻次學科排名




書目名稱Statistics for Health Data Science年度引用




書目名稱Statistics for Health Data Science年度引用學科排名




書目名稱Statistics for Health Data Science讀者反饋




書目名稱Statistics for Health Data Science讀者反饋學科排名





作者: Outshine    時間: 2025-3-21 20:20
Statistics for Health Data Science978-3-030-59889-1Series ISSN 1431-875X Series E-ISSN 2197-4136
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作者: 安裝    時間: 2025-3-22 19:33
1431-875X ferent methods work, how to choose from among them, and how .Students and researchers in the health sciences are faced with greater opportunity and challenge than ever before. The opportunity stems from the explosion in publicly available data that simultaneously informs and inspires new avenues of
作者: 臨時抱佛腳    時間: 2025-3-23 00:24

作者: 浸軟    時間: 2025-3-23 04:05
Statistics and Health Data,ealth students and practitioners as they navigate this changing landscape to develop competence as health data analysts. In this chapter, we define the concept of organic statistics, which will form a foundation for the methods presented in this and subsequent chapters. We differentiate between hypo
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作者: 敲詐    時間: 2025-3-23 11:49
Regression Analysis,itative framework that is most commonly used to establish whether outcomes are associated with individual, community, or environmental characteristics. It quantifies the strength of relationships in conceptual models of health care utilization and costs. It provides a framework for explaining why so
作者: detach    時間: 2025-3-23 15:10
Binary and Categorical Outcomes,ends on covariates. The most commonly used model for binary outcomes is logistic regression. We show that logistic regression coefficients are directly interpretable as relative odds of a positive outcome corresponding to changes in covariate values and discuss common misinterpretations of these mod
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作者: 笨拙處理    時間: 2025-3-24 02:05
Health Care Costs,uce several regression models for right-skewed expenditure outcomes. Standard linear regression modeling of the logarithm of the outcome is a classical solution to the problem of right-skewed outcome data. We introduce the lognormal distribution, which this approach implicitly assumes, and discuss t
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作者: shrill    時間: 2025-3-24 06:59
Causal Inference,outcome. Causal effects are ideally investigated via randomized controlled trials, but such studies cannot address all health care questions of interest. Consequently, observational data sources are increasingly being used to answer causal questions. This chapter reviews the challenges of using obse
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作者: 全部    時間: 2025-3-25 00:11
Statistics and Health Data,t. This chapter thus creates a roadmap for forthcoming chapters while standing alone as an introduction to the key themes of this text: health data resources and their features, the research question and its role in analysis, and the mindset of organic statistics.
作者: Interdict    時間: 2025-3-25 03:38
Bootstrap Methods,s been shown to be reliable, and it may be even more intuitive than classical methods. This chapter explains the bootstrap technique and applies it to calculate the variance of the estimates of marginal effects in a two-part model of health care costs.
作者: Ascribe    時間: 2025-3-25 08:27
Prediction,of cross-validation to determine this balance. Ultimately a predictive model is evaluated based on its accuracy in an independent (test) dataset. We review metrics for predictive model performance and use them to evaluate the models for health outcomes in the MEPS dataset.
作者: STING    時間: 2025-3-25 15:05
Regression Analysis,prediction of future costs and outcomes. This chapter presumes a basic knowledge of the concepts of linear regression (also known as ordinary least squares regression). We do not focus on mathematical details; rather, we present the critical ideas that form a practical foundation for regression analysis using observational health care databases.
作者: inhumane    時間: 2025-3-25 17:37
1431-875X ions and examples. In this way, the authors cultivate a deep (“organic”) understanding of a range of analytic techniques, their assumptions and data requirements, and their advantages and limitations. They illu978-3-030-59891-4978-3-030-59889-1Series ISSN 1431-875X Series E-ISSN 2197-4136
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Textbook 2020l research question, explained in non-technical terms, and accompanied by engagingexplanations and examples. In this way, the authors cultivate a deep (“organic”) understanding of a range of analytic techniques, their assumptions and data requirements, and their advantages and limitations. They illu
作者: 無關緊要    時間: 2025-3-26 17:07
Faster Pairing Computations on Curves with High-Degree Twistsarger than 2 is a very restrictive criterion but luckily constructions for pairing-friendly elliptic curves with such twists exist. In fact, Freeman, Scott and Teske showed in their overview paper that often the best known methods of constructing pairing-friendly elliptic curves over fields of large
作者: Sigmoidoscopy    時間: 2025-3-26 21:55
Der 1. Hauptsatz der Thermodynamikchte Experiment sieht folgenderma?en aus. Ein Gewicht treibt einen Wasserquirl an und verliert dadurch (Bild 2) an H?he. Das gesamte System sei als Ganzes abgeschlossen, d.h., es kann weder Energie noch W?rme mit seiner Umgebung austauschen. (Da? die Schwerkraft von au?en kommt, spielt dabei kerne R
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作者: 輕彈    時間: 2025-3-27 10:19
Book 2022a useful tool not only for graduate students and professors interested in postal and regulatory economics, but also for postal administrations, consulting firms, and federal government departments.??.
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Proprieties as Governmental Rules of Confucian Hermeneuticsconstituting a universally harmonious polity. By this investigation Confucius ushered into Chinese political and legal traditions a Rule of Virtue, paving the base of governmental rule with ., as its mainstay and . (Rule of Punishment) as its subordinate and establishing the principles for peaceful
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The Initial Interview and the Latent Presence of Third Parties,he patient has described his work situation in a way which permits the analyst to assume that he has considerable flexibility with regard to appointments, the analyst has checked his appointments schedule to see what he can offer.
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Book 2006nde Faktoren, die zur Erh?hung des Organaufkommens führen k?nnen, sind die Beteiligung der Krankenh?user an der Erkennung potentieller Organspender und die Erlaubnis einer Organentnahme durch Spender oder Angeh?rige. Es werden Strategien aufgezeigt, diese Faktoren positiv zu beeinflussen..




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