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Article: Sensitivity analysis of blue for the population mean based on a ranked set sample
Title | Sensitivity analysis of blue for the population mean based on a ranked set sample |
---|---|
Authors | |
Keywords | Best linear unbiased estimator Mean squared error Ranked set sample Relative precision |
Issue Date | 1998 |
Publisher | Taylor & Francis Inc. The Journal's web site is located at http://www.tandf.co.uk/journals/titles/03610918.asp |
Citation | Communications In Statistics Part B: Simulation And Computation, 1998, v. 27 n. 4, p. 1075-1091 How to Cite? |
Abstract | The use of best linear unbiased estimator (BLUE) has received much attention in estimating the population mean, based on a ranked set sample. However, the underlying distribution should be known for such estimation. This paper attempts to investigate whether the BLUE is sensitive to the misspecification of the underlying distribution. Various distributions are considered for comparisons of its performance with the classical ranked set sample mean. It is found that in general sensitivity of the relative performance of the BLUE mainly depends on the kurtosis but not the skewness of the underlying distribution. |
Persistent Identifier | http://hdl.handle.net/10722/82716 |
ISSN | 2023 Impact Factor: 0.8 2023 SCImago Journal Rankings: 0.440 |
References |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Tam, CYC | en_HK |
dc.contributor.author | Yu, PLH | en_HK |
dc.contributor.author | Fung, TWK | en_HK |
dc.date.accessioned | 2010-09-06T08:32:35Z | - |
dc.date.available | 2010-09-06T08:32:35Z | - |
dc.date.issued | 1998 | en_HK |
dc.identifier.citation | Communications In Statistics Part B: Simulation And Computation, 1998, v. 27 n. 4, p. 1075-1091 | en_HK |
dc.identifier.issn | 0361-0918 | en_HK |
dc.identifier.uri | http://hdl.handle.net/10722/82716 | - |
dc.description.abstract | The use of best linear unbiased estimator (BLUE) has received much attention in estimating the population mean, based on a ranked set sample. However, the underlying distribution should be known for such estimation. This paper attempts to investigate whether the BLUE is sensitive to the misspecification of the underlying distribution. Various distributions are considered for comparisons of its performance with the classical ranked set sample mean. It is found that in general sensitivity of the relative performance of the BLUE mainly depends on the kurtosis but not the skewness of the underlying distribution. | en_HK |
dc.language | eng | en_HK |
dc.publisher | Taylor & Francis Inc. The Journal's web site is located at http://www.tandf.co.uk/journals/titles/03610918.asp | en_HK |
dc.relation.ispartof | Communications in Statistics Part B: Simulation and Computation | en_HK |
dc.subject | Best linear unbiased estimator | en_HK |
dc.subject | Mean squared error | en_HK |
dc.subject | Ranked set sample | en_HK |
dc.subject | Relative precision | en_HK |
dc.title | Sensitivity analysis of blue for the population mean based on a ranked set sample | en_HK |
dc.type | Article | en_HK |
dc.identifier.openurl | http://library.hku.hk:4550/resserv?sid=HKU:IR&issn=0361-0918&volume=27&issue=4&spage=1075&epage=1092&date=1998&atitle=Sensitivity+analysis+of+BLUE+for+the+population+mean+based+on+a+ranked+set+sample | en_HK |
dc.identifier.email | Yu, PLH: plhyu@hkucc.hku.hk | en_HK |
dc.identifier.email | Fung, TWK: wingfung@hku.hk | en_HK |
dc.identifier.authority | Yu, PLH=rp00835 | en_HK |
dc.identifier.authority | Fung, TWK=rp00696 | en_HK |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.scopus | eid_2-s2.0-0040476432 | en_HK |
dc.identifier.hkuros | 41309 | en_HK |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-0040476432&selection=ref&src=s&origin=recordpage | en_HK |
dc.identifier.volume | 27 | en_HK |
dc.identifier.issue | 4 | en_HK |
dc.identifier.spage | 1075 | en_HK |
dc.identifier.epage | 1091 | en_HK |
dc.publisher.place | United States | en_HK |
dc.identifier.scopusauthorid | Tam, CYC=7201442992 | en_HK |
dc.identifier.scopusauthorid | Yu, PLH=7403599794 | en_HK |
dc.identifier.scopusauthorid | Fung, TWK=13310399400 | en_HK |
dc.identifier.issnl | 0361-0918 | - |