Matches in SemOpenAlex for { <https://semopenalex.org/work/W2351136006> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W2351136006 abstract "This paper deals with M-estimators for a semiparametric regression model Y=Xtβ0 + go(T) + e,where Y is real-valued, T ranges over a nondegenerate compact interval, X ∈Rd, e is a random error, β0 is a d-vector of parameters to be estimated, and go is an unknown smooth function whose mth derivative function satisfies a Holder condition with exponent γ∈(0, 1]. A B-spline is taken to approximate go, the M - estimators ofβ and go are defined, and their convergence rates are investigated. A Monte Carlo study is carried out. It is shown that when the random errors are normally distributed the M-estimators are as good as least square esthoators; however, when the random errors are drawn from a symmetrically contaminated normal distribution the M-estimators are superior to least square estmators; and when the random errors are distributed as Cauchy distribution the M-edimators seem acceptable but the least Square estimtors behave poorly. It is proved that the B-spline M-estimators of go attain the convergence rate as that of the optimal global rate of convergence for nonparametric regression, and the M-estimators of βo attain the convergence rate n-1/2 under some conditions." @default.
- W2351136006 created "2016-06-24" @default.
- W2351136006 creator A5050320749 @default.
- W2351136006 date "1994-01-01" @default.
- W2351136006 modified "2023-09-28" @default.
- W2351136006 title "ON B-SPLINE M-ESTIMATORS IN A SEMIPARAMETRIC REGRESSION MODEL" @default.
- W2351136006 hasPublicationYear "1994" @default.
- W2351136006 type Work @default.
- W2351136006 sameAs 2351136006 @default.
- W2351136006 citedByCount "1" @default.
- W2351136006 crossrefType "journal-article" @default.
- W2351136006 hasAuthorship W2351136006A5050320749 @default.
- W2351136006 hasConcept C105795698 @default.
- W2351136006 hasConcept C127162648 @default.
- W2351136006 hasConcept C139945424 @default.
- W2351136006 hasConcept C185429906 @default.
- W2351136006 hasConcept C28826006 @default.
- W2351136006 hasConcept C31258907 @default.
- W2351136006 hasConcept C33923547 @default.
- W2351136006 hasConcept C41008148 @default.
- W2351136006 hasConcept C49344536 @default.
- W2351136006 hasConcept C57869625 @default.
- W2351136006 hasConcept C74127309 @default.
- W2351136006 hasConceptScore W2351136006C105795698 @default.
- W2351136006 hasConceptScore W2351136006C127162648 @default.
- W2351136006 hasConceptScore W2351136006C139945424 @default.
- W2351136006 hasConceptScore W2351136006C185429906 @default.
- W2351136006 hasConceptScore W2351136006C28826006 @default.
- W2351136006 hasConceptScore W2351136006C31258907 @default.
- W2351136006 hasConceptScore W2351136006C33923547 @default.
- W2351136006 hasConceptScore W2351136006C41008148 @default.
- W2351136006 hasConceptScore W2351136006C49344536 @default.
- W2351136006 hasConceptScore W2351136006C57869625 @default.
- W2351136006 hasConceptScore W2351136006C74127309 @default.
- W2351136006 hasLocation W23511360061 @default.
- W2351136006 hasOpenAccess W2351136006 @default.
- W2351136006 hasPrimaryLocation W23511360061 @default.
- W2351136006 hasRelatedWork W111151720 @default.
- W2351136006 hasRelatedWork W1573252503 @default.
- W2351136006 hasRelatedWork W1827694088 @default.
- W2351136006 hasRelatedWork W1983121420 @default.
- W2351136006 hasRelatedWork W1984844694 @default.
- W2351136006 hasRelatedWork W1989262972 @default.
- W2351136006 hasRelatedWork W1996312357 @default.
- W2351136006 hasRelatedWork W2001578296 @default.
- W2351136006 hasRelatedWork W2012247578 @default.
- W2351136006 hasRelatedWork W2012897179 @default.
- W2351136006 hasRelatedWork W2020618776 @default.
- W2351136006 hasRelatedWork W2043452208 @default.
- W2351136006 hasRelatedWork W2095485408 @default.
- W2351136006 hasRelatedWork W2328880918 @default.
- W2351136006 hasRelatedWork W2439581045 @default.
- W2351136006 hasRelatedWork W2951093609 @default.
- W2351136006 hasRelatedWork W2963283829 @default.
- W2351136006 hasRelatedWork W301018780 @default.
- W2351136006 hasRelatedWork W3104323508 @default.
- W2351136006 hasRelatedWork W84004031 @default.
- W2351136006 isParatext "false" @default.
- W2351136006 isRetracted "false" @default.
- W2351136006 magId "2351136006" @default.
- W2351136006 workType "article" @default.