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Development of new stratified estimators that incorporate prior and auxiliary information for estimating population characteristics and its applications

Research Project

Project/Area Number 23700339
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Statistical science
Research InstitutionOita University

Principal Investigator

OHYAMA Tetsuji  大分大学, 医学部, 助教 (60574085)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywordsキャリブレーション / 層別無作為抽出 / 事前情報 / 補助変数 / 標本調査 / 補助情報
Research Abstract

In various research areas, sample surveys based on the stratified random sampling are often conducted to estimate population characteristics. We can obtain more effective estimators, such as ratio, regression, and calibration estimators, than usual unbiased estimators by incorporating auxiliary variables. On the other hand, it is often the case that we have prior information on population characteristics since sample surveys are often regularly conducted. In this research, we developed more effective estimators by using not only auxiliary variables but also prior information.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (4 results)

All 2013 2012 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (3 results)

  • [Journal Article] Prior value incorporated calibration estimator in stratified random sampling2013

    • Author(s)
      Tetsuji Ohyama
    • Journal Title

      Statistics and Probability Letters

      Volume: 83 Issue: 1 Pages: 46-51

    • DOI

      10.1016/j.spl.2012.08.023

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 処置前後での連続な bounded outcome scoreの変化に対する2変量ベータ分布を用いた解析2013

    • Author(s)
      大山哲司,江島伸興
    • Organizer
      日本計算機統計学会第27回シンポジウム
    • Place of Presentation
      市民会館崇城大学ホール
    • Year and Date
      2013-11-15
    • Related Report
      2013 Final Research Report
  • [Presentation] 層別無作為抽出法において事前情報と補助変数を組み込んだ母集団特性値の推定2012

    • Author(s)
      大山哲司
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      北海道大学
    • Year and Date
      2012-09-10
    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Presentation] 処置前後での連続な bounded outcome score の変化に対する2変量ベータ分布を用いた解析

    • Author(s)
      大山哲司,江島伸興
    • Organizer
      日本計算機統計学会第27回シンポジウム
    • Place of Presentation
      熊本市民会館
    • Related Report
      2013 Annual Research Report

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Published: 2011-08-05   Modified: 2019-07-29  

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