FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1815620011> ?p ?o ?g. }

• W1815620011 abstract "Analyses of data with missing values often require assumptions about missingness mechanisms that cannot be assessed empirically, highlighting the need for sensitivity analyses. However, universal recommendations for reporting missing data and conducting sensitivity analyses in empirical studies are scarce. Both steps are often neglected by practitioners due to the lack of clear guidelines for summarizing missing data and systematic explorations of alternative assumptions, as well as the typical attendant complexity of missing not at random (MNAR) models. We propose graphical displays that help visualize and systematize the results of sensitivity analyses, building upon the idea of “tipping-point” analysis for experiments with dichotomous treatment. The resulting “enhanced tipping-point displays” (ETP) are convenient summaries of conclusions drawn from using different modeling assumptions about the missingness mechanisms, applicable to a broad range of outcome distributions. We also describe a systematic way of exploring MNAR models using ETP displays, based on a pattern-mixture factorization of the outcome distribution, and present a set of sensitivity parameters that arises naturally from such a factorization. The primary goal of the displays is to make formal sensitivity analyses more comprehensible to practitioners, thereby helping them assess the robustness of experiments’ conclusions. We also present an example of a recent use of ETP displays" @default.
• W1815620011 created "2016-06-24" @default.
• W1815620011 creator A5051689914 @default.
• W1815620011 date "2013-09-30" @default.
• W1815620011 modified "2023-09-27" @default.
• W1815620011 title "Sensitivity Analyses in Empirical Studies Plagued with Missing Data" @default.
• W1815620011 cites W1491375345 @default.
• W1815620011 cites W1541403646 @default.
• W1815620011 cites W1545319692 @default.
• W1815620011 cites W1567512734 @default.
• W1815620011 cites W1964356176 @default.
• W1815620011 cites W1972241291 @default.
• W1815620011 cites W1973158119 @default.
• W1815620011 cites W1977000423 @default.
• W1815620011 cites W1977828678 @default.
• W1815620011 cites W1990658279 @default.
• W1815620011 cites W1992680033 @default.
• W1815620011 cites W2005482719 @default.
• W1815620011 cites W2006358329 @default.
• W1815620011 cites W2013832234 @default.
• W1815620011 cites W2016729144 @default.
• W1815620011 cites W2018468690 @default.
• W1815620011 cites W2019549276 @default.
• W1815620011 cites W2019780144 @default.
• W1815620011 cites W2020021912 @default.
• W1815620011 cites W2020960798 @default.
• W1815620011 cites W2036197884 @default.
• W1815620011 cites W2039811614 @default.
• W1815620011 cites W2040958097 @default.
• W1815620011 cites W2044758663 @default.
• W1815620011 cites W2049103906 @default.
• W1815620011 cites W2049633694 @default.
• W1815620011 cites W2056079846 @default.
• W1815620011 cites W2057270012 @default.
• W1815620011 cites W2059448777 @default.
• W1815620011 cites W2060403748 @default.
• W1815620011 cites W2061273963 @default.
• W1815620011 cites W2062688964 @default.
• W1815620011 cites W2064556123 @default.
• W1815620011 cites W2066183431 @default.
• W1815620011 cites W2078907889 @default.
• W1815620011 cites W2081566815 @default.
• W1815620011 cites W2104818169 @default.
• W1815620011 cites W2105309689 @default.
• W1815620011 cites W2105588574 @default.
• W1815620011 cites W2106605967 @default.
• W1815620011 cites W2115098571 @default.
• W1815620011 cites W2121690051 @default.
• W1815620011 cites W2125382820 @default.
• W1815620011 cites W2130836428 @default.
• W1815620011 cites W2134843796 @default.
• W1815620011 cites W2135089494 @default.
• W1815620011 cites W2140983449 @default.
• W1815620011 cites W2141321013 @default.
• W1815620011 cites W2143891888 @default.
• W1815620011 cites W2148534890 @default.
• W1815620011 cites W2150291618 @default.
• W1815620011 cites W2150455963 @default.
• W1815620011 cites W2152977846 @default.
• W1815620011 cites W2156267802 @default.
• W1815620011 cites W2162772535 @default.
• W1815620011 cites W2169011718 @default.
• W1815620011 cites W2170245886 @default.
• W1815620011 cites W2489076644 @default.
• W1815620011 cites W2920893491 @default.
• W1815620011 cites W3121556564 @default.
• W1815620011 cites W321726205 @default.
• W1815620011 cites W654865539 @default.
• W1815620011 cites W372382762 @default.
• W1815620011 hasPublicationYear "2013" @default.
• W1815620011 type Work @default.
• W1815620011 sameAs 1815620011 @default.
• W1815620011 citedByCount "0" @default.
• W1815620011 crossrefType "dissertation" @default.
• W1815620011 hasAuthorship W1815620011A5051689914 @default.
• W1815620011 hasConcept C104317684 @default.
• W1815620011 hasConcept C105795698 @default.
• W1815620011 hasConcept C11413529 @default.
• W1815620011 hasConcept C119857082 @default.
• W1815620011 hasConcept C124101348 @default.
• W1815620011 hasConcept C127413603 @default.
• W1815620011 hasConcept C149782125 @default.
• W1815620011 hasConcept C177264268 @default.
• W1815620011 hasConcept C185592680 @default.
• W1815620011 hasConcept C187834632 @default.
• W1815620011 hasConcept C199360897 @default.
• W1815620011 hasConcept C21200559 @default.
• W1815620011 hasConcept C24326235 @default.
• W1815620011 hasConcept C2522767166 @default.
• W1815620011 hasConcept C33923547 @default.
• W1815620011 hasConcept C41008148 @default.
• W1815620011 hasConcept C41426520 @default.
• W1815620011 hasConcept C55493867 @default.
• W1815620011 hasConcept C63479239 @default.
• W1815620011 hasConcept C9357733 @default.
• W1815620011 hasConceptScore W1815620011C104317684 @default.
• W1815620011 hasConceptScore W1815620011C105795698 @default.
• W1815620011 hasConceptScore W1815620011C11413529 @default.
• W1815620011 hasConceptScore W1815620011C119857082 @default.
• W1815620011 hasConceptScore W1815620011C124101348 @default.

• next