Matches in SemOpenAlex for { <https://semopenalex.org/work/W52294986> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W52294986 endingPage "443" @default.
- W52294986 startingPage "435" @default.
- W52294986 abstract "로지스틱 회귀모형에서 결정계수는 선형 회귀모형보다 다양하게 정의되며 그 값들도 매우 작아 로지스틱 회귀모형 평가기준으로 사용되는 통계량이 라고 할 수 없다. Liao와 McGee(2003)는 부적절한 설명변수의 추가 또는 표본크기의 변화에 민감하지 않은 두 종류의 수정 결정계수를 제안하였다. 본 연구에서는 실제자료에 적용한 로지스틱 회귀모형에서 수정 결정계수를 포함한 네 종류의 결정계수들을 변수선택의 기준으로 사용하여 기존의 변수선택 방법인 전진선택, 후진제거, 단계적 선택방법, AIC 통계량 등을 사용한 방법들과 비교하여 그 적절함과 효율성을 토론한다. Coefficients of determination in logistic regression analysis are defined as various statistics, and their values are relatively smaller than those for linear regression model. These coefficients of determination are not generally used to evaluate and diagnose logistic regression model. Liao and McGee (2003) proposed two adjusted coefficients of determination which are robust at the addition of inappropriate predictors and the variation of sample size. In this work, these adjusted coefficients of determination are applied to variable selection method for logistic regression model and compared with results of other methods such as the forward selection, backward elimination, stepwise selection, and AIC statistic." @default.
- W52294986 created "2016-06-24" @default.
- W52294986 date "2005-07-01" @default.
- W52294986 modified "2023-09-25" @default.
- W52294986 title "Variable Selection for Logistic Regression Model Using Adjusted Coefficients of Determination" @default.
- W52294986 cites W2010628651 @default.
- W52294986 cites W2029308272 @default.
- W52294986 cites W2059974661 @default.
- W52294986 doi "https://doi.org/10.5351/kjas.2005.18.2.435" @default.
- W52294986 hasPublicationYear "2005" @default.
- W52294986 type Work @default.
- W52294986 sameAs 52294986 @default.
- W52294986 citedByCount "5" @default.
- W52294986 countsByYear W522949862014 @default.
- W52294986 countsByYear W522949862016 @default.
- W52294986 countsByYear W522949862020 @default.
- W52294986 countsByYear W522949862021 @default.
- W52294986 crossrefType "journal-article" @default.
- W52294986 hasBestOaLocation W522949861 @default.
- W52294986 hasConcept C105795698 @default.
- W52294986 hasConcept C148483581 @default.
- W52294986 hasConcept C149782125 @default.
- W52294986 hasConcept C151956035 @default.
- W52294986 hasConcept C152877465 @default.
- W52294986 hasConcept C154945302 @default.
- W52294986 hasConcept C170964787 @default.
- W52294986 hasConcept C33923547 @default.
- W52294986 hasConcept C41008148 @default.
- W52294986 hasConcept C48921125 @default.
- W52294986 hasConcept C57381214 @default.
- W52294986 hasConcept C61722155 @default.
- W52294986 hasConcept C64946054 @default.
- W52294986 hasConcept C81917197 @default.
- W52294986 hasConcept C89128539 @default.
- W52294986 hasConceptScore W52294986C105795698 @default.
- W52294986 hasConceptScore W52294986C148483581 @default.
- W52294986 hasConceptScore W52294986C149782125 @default.
- W52294986 hasConceptScore W52294986C151956035 @default.
- W52294986 hasConceptScore W52294986C152877465 @default.
- W52294986 hasConceptScore W52294986C154945302 @default.
- W52294986 hasConceptScore W52294986C170964787 @default.
- W52294986 hasConceptScore W52294986C33923547 @default.
- W52294986 hasConceptScore W52294986C41008148 @default.
- W52294986 hasConceptScore W52294986C48921125 @default.
- W52294986 hasConceptScore W52294986C57381214 @default.
- W52294986 hasConceptScore W52294986C61722155 @default.
- W52294986 hasConceptScore W52294986C64946054 @default.
- W52294986 hasConceptScore W52294986C81917197 @default.
- W52294986 hasConceptScore W52294986C89128539 @default.
- W52294986 hasIssue "2" @default.
- W52294986 hasLocation W522949861 @default.
- W52294986 hasOpenAccess W52294986 @default.
- W52294986 hasPrimaryLocation W522949861 @default.
- W52294986 hasRelatedWork W2010962915 @default.
- W52294986 hasRelatedWork W2021320650 @default.
- W52294986 hasRelatedWork W2063767105 @default.
- W52294986 hasRelatedWork W2160974819 @default.
- W52294986 hasRelatedWork W2199187834 @default.
- W52294986 hasRelatedWork W2271713905 @default.
- W52294986 hasRelatedWork W247449116 @default.
- W52294986 hasRelatedWork W3024519857 @default.
- W52294986 hasRelatedWork W3183807417 @default.
- W52294986 hasRelatedWork W52294986 @default.
- W52294986 hasVolume "18" @default.
- W52294986 isParatext "false" @default.
- W52294986 isRetracted "false" @default.
- W52294986 magId "52294986" @default.
- W52294986 workType "article" @default.