SemOpenAlex |

SemOpenAlex

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2149783974> ?p ?o ?g. }

Showing items 1 to 100 of ±120 with 100 items per page.

W2149783974 endingPage "260" @default.
W2149783974 startingPage "252" @default.
W2149783974 abstract "The method of maximum likelihood is widely used in epidemiology, yet many epidemiologists receive little or no education in the conceptual underpinnings of the approach. Here we provide a primer on maximum likelihood and some important extensions which have proven useful in epidemiologic research, and which reveal connections between maximum likelihood and Bayesian methods. For a given data set and probability model, maximum likelihood finds values of the model parameters that give the observed data the highest probability. As with all inferential statistical methods, maximum likelihood is based on an assumed model and cannot account for bias sources that are not controlled by the model or the study design. Maximum likelihood is nonetheless popular, because it is computationally straightforward and intuitive and because maximum likelihood estimators have desirable large-sample properties in the (largely fictitious) case in which the model has been correctly specified. Here, we work through an example to illustrate the mechanics of maximum likelihood estimation and indicate how improvements can be made easily with commercial software. We then describe recent extensions and generalizations which are better suited to observational health research and which should arguably replace standard maximum likelihood as the default method." @default.
W2149783974 created "2016-06-24" @default.
W2149783974 creator A5004584518 @default.
W2149783974 creator A5005273634 @default.
W2149783974 creator A5043117381 @default.
W2149783974 date "2013-10-29" @default.
W2149783974 modified "2023-10-15" @default.
W2149783974 title "Maximum Likelihood, Profile Likelihood, and Penalized Likelihood: A Primer" @default.
W2149783974 cites W1597482516 @default.
W2149783974 cites W1964335177 @default.
W2149783974 cites W1967862917 @default.
W2149783974 cites W1979159029 @default.
W2149783974 cites W1981892038 @default.
W2149783974 cites W1990552274 @default.
W2149783974 cites W1991769471 @default.
W2149783974 cites W2002646960 @default.
W2149783974 cites W2005404141 @default.
W2149783974 cites W2022019923 @default.
W2149783974 cites W2028040032 @default.
W2149783974 cites W2029722537 @default.
W2149783974 cites W2060316606 @default.
W2149783974 cites W2067342226 @default.
W2149783974 cites W2068443247 @default.
W2149783974 cites W2078129874 @default.
W2149783974 cites W2080282135 @default.
W2149783974 cites W2093130286 @default.
W2149783974 cites W2105739787 @default.
W2149783974 cites W2107464847 @default.
W2149783974 cites W2111080869 @default.
W2149783974 cites W2122905005 @default.
W2149783974 cites W2134286099 @default.
W2149783974 cites W2139003935 @default.
W2149783974 cites W2146960741 @default.
W2149783974 cites W2171563157 @default.
W2149783974 cites W4245958676 @default.
W2149783974 cites W4249450547 @default.
W2149783974 cites W4300178286 @default.
W2149783974 cites W4300237736 @default.
W2149783974 doi "https://doi.org/10.1093/aje/kwt245" @default.
W2149783974 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/3873110" @default.
W2149783974 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/24173548" @default.
W2149783974 hasPublicationYear "2013" @default.
W2149783974 type Work @default.
W2149783974 sameAs 2149783974 @default.
W2149783974 citedByCount "132" @default.
W2149783974 countsByYear W21497839742014 @default.
W2149783974 countsByYear W21497839742015 @default.
W2149783974 countsByYear W21497839742016 @default.
W2149783974 countsByYear W21497839742017 @default.
W2149783974 countsByYear W21497839742018 @default.
W2149783974 countsByYear W21497839742019 @default.
W2149783974 countsByYear W21497839742020 @default.
W2149783974 countsByYear W21497839742021 @default.
W2149783974 countsByYear W21497839742022 @default.
W2149783974 countsByYear W21497839742023 @default.
W2149783974 crossrefType "journal-article" @default.
W2149783974 hasAuthorship W2149783974A5004584518 @default.
W2149783974 hasAuthorship W2149783974A5005273634 @default.
W2149783974 hasAuthorship W2149783974A5043117381 @default.
W2149783974 hasBestOaLocation W21497839741 @default.
W2149783974 hasConcept C105795698 @default.
W2149783974 hasConcept C107673813 @default.
W2149783974 hasConcept C143791395 @default.
W2149783974 hasConcept C149782125 @default.
W2149783974 hasConcept C167928553 @default.
W2149783974 hasConcept C182081679 @default.
W2149783974 hasConcept C185429906 @default.
W2149783974 hasConcept C189559763 @default.
W2149783974 hasConcept C191462741 @default.
W2149783974 hasConcept C26359558 @default.
W2149783974 hasConcept C33923547 @default.
W2149783974 hasConcept C41008148 @default.
W2149783974 hasConcept C49781872 @default.
W2149783974 hasConcept C61420037 @default.
W2149783974 hasConcept C89106044 @default.
W2149783974 hasConcept C95923904 @default.
W2149783974 hasConcept C9810830 @default.
W2149783974 hasConceptScore W2149783974C105795698 @default.
W2149783974 hasConceptScore W2149783974C107673813 @default.
W2149783974 hasConceptScore W2149783974C143791395 @default.
W2149783974 hasConceptScore W2149783974C149782125 @default.
W2149783974 hasConceptScore W2149783974C167928553 @default.
W2149783974 hasConceptScore W2149783974C182081679 @default.
W2149783974 hasConceptScore W2149783974C185429906 @default.
W2149783974 hasConceptScore W2149783974C189559763 @default.
W2149783974 hasConceptScore W2149783974C191462741 @default.
W2149783974 hasConceptScore W2149783974C26359558 @default.
W2149783974 hasConceptScore W2149783974C33923547 @default.
W2149783974 hasConceptScore W2149783974C41008148 @default.
W2149783974 hasConceptScore W2149783974C49781872 @default.
W2149783974 hasConceptScore W2149783974C61420037 @default.
W2149783974 hasConceptScore W2149783974C89106044 @default.
W2149783974 hasConceptScore W2149783974C95923904 @default.
W2149783974 hasConceptScore W2149783974C9810830 @default.
W2149783974 hasIssue "2" @default.
W2149783974 hasLocation W21497839741 @default.
W2149783974 hasLocation W21497839742 @default.
W2149783974 hasLocation W21497839743 @default.