ELIZA

return kwic search for analysis out of >500 occurrences
560012 occurrences (No.18 in the rank) during 5 years in the PubMed. [cache]

310) Although the practical utility of meta-analysis is apparent, it is not always straightforward to implement, especially for those interested in a Bayesian approach.

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PMID:34245227 DOI:10.1002/jrsm.1513

2021 Research synthesis methods

* Bayesian meta-analysis using SAS PROC BGLIMM.

- Meta-analysis is commonly used to compare two treatments. Network meta-analysis (NMA) is a powerful extension for comparing and contrasting multiple treatments simultaneously in a systematic review of multiple clinical trials. Although the practical utility of meta-analysis is apparent, it is not always straightforward to implement, especially for those interested in a Bayesian approach. This paper demonstrates that the recently-developed SAS procedure BGLIMM provides an intuitive and computationally efficient means for conducting Bayesian meta-analysis in SAS, using a worked example of a smoking cessation NMA data set. BGLIMM gives practitioners an effective and simple way to implement Bayesian meta-analysis (pairwise and network, either contrast-based or arm-based) without requiring significant background in coding or statistical modeling. Those familiar with generalized linear mixed models, and especially the SAS procedure GLIMMIX, will find this tutorial a useful introduction to Bayesian meta-analysis in SAS.

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(1)97 of	(12)7 demonstrated	(23)3 indicated	(34)2 extension
(2)69 null	(13)7 is	(24)3 or	(35)2 framework
(3)36 and	(14)6 on	(25)3 results	(36)2 including
(4)25 was	(15)6 using	(26)3 the	(37)2 indicates
(5)13 revealed	(16)5 for	(27)3 were	(38)2 may
(6)12 showed	(17)5 that	(28)2 The	(39)2 methods
(7)12 to	(18)4 suggested	(29)2 also	(40)2 protocols
(8)9 identified	(19)3 a	(30)2 approach	(41)2 reveals
(9)9 in	(20)3 by	(31)2 are	(42)2 shows
(10)9 we	(21)3 could	(32)2 at	(43)2 with
(11)7 (NMA)	(22)3 from	(33)2 because

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--- WordNet output for analysis --- =>詳細な検討, 分解, 分析, 解析, 見方, 精神分析 Overview of noun analysis The noun analysis has 6 senses (first 3 from tagged texts) 1. (45) analysis -- (an investigation of the component parts of a whole and their relations in making up the whole) 2. (5) analysis, analytic thinking -- (the abstract separation of a whole into its constituent parts in order to study the parts and their relations) 3. (2) analysis -- (a form of literary criticism in which the structure of a piece of writing is analyzed) 4. analysis -- (the use of closed-class words instead of inflections: e.g., `the father of the bride' instead of `the bride's father') 5. analysis -- (a branch of mathematics involving calculus and the theory of limits; sequences and series and integration and differentiation) 6. psychoanalysis, analysis, depth psychology -- (a set of techniques for exploring underlying motives and a method of treating various mental disorders; based on the theories of Sigmund Freud; "his physician recommended psychoanalysis") --- WordNet end ---