INFORMATION IN SAMPLING RULES

被引:0
|
作者
IRONY, TZ [1 ]
机构
[1] GEORGE WASHINGTON UNIV,DEPT OPERAT RES,WASHINGTON,DC 20052
关键词
STOPPING RULE; SELECTION RULE; SAMPLING RULE; SAMPLING METHOD; INFORMATION; SEQUENTIAL EXPERIMENT; LIKELIHOOD; STOPPING RULE PRINCIPLE; SAMPLING RULE PRINCIPLE; INFORMATIVE STOPPING RULE; INFORMATIVE SAMPLING RULE;
D O I
10.1016/0378-3758(93)90099-R
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Since data gathering is usually expensive compared to data analysis, it is sensible to extract as much information as possible from data that is available and from any other source. Sometimes, extraction of information from the sampling rule is possible. This paper presents an operationally useful definition of sampling rule, based on the concepts of stopping rules and selection rules. Conditions under which a sampling rule is informative are derived. Finally, two examples of informative sampling rules are explored.
引用
收藏
页码:27 / 38
页数:12
相关论文
共 50 条
  • [1] SAMPLING FROM GAUSS RULES
    EVANS, M
    SWARTZ, T
    [J]. SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING, 1988, 9 (05): : 950 - 961
  • [2] Progressive sampling for association rules based on Sampling Error Estimation
    Chuang, KT
    Chen, MS
    Yang, WC
    [J]. ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2005, 3518 : 505 - 515
  • [3] My rules of information
    Block, Marylaine
    [J]. Searcher:Magazine for Database Professionals, 2002, 10 (01): : 61 - 65
  • [4] Sampling large databases for association rules
    Toivonen, H
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON VERY LARGE DATA BASES, 1996, : 134 - 145
  • [5] ON ADAPTIVE SAMPLING RULES FOR STOCHASTIC RECURSIONS
    Hashemi, Fatemeh S.
    Ghosh, Soumyadip
    Pasupathy, Raghu
    [J]. PROCEEDINGS OF THE 2014 WINTER SIMULATION CONFERENCE (WSC), 2014, : 3959 - 3970
  • [6] COORDINATE SELECTION RULES FOR GIBBS SAMPLING
    Fishman, George S.
    [J]. ANNALS OF APPLIED PROBABILITY, 1996, 6 (02): : 444 - 465
  • [7] Origin of the ground rules for stereological sampling
    DeHoff, RT
    [J]. FASEB JOURNAL, 2003, 17 (05): : A771 - A771
  • [8] THE EFFECT OF SAMPLING RULES ON LIKELIHOOD STATISTICS
    BARNDORFFNIELSEN, OE
    COX, DR
    [J]. INTERNATIONAL STATISTICAL REVIEW, 1984, 52 (03) : 309 - 326
  • [9] Efficient progressive sampling for association rules
    Parthasarathy, S
    [J]. 2002 IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2002, : 354 - 361
  • [10] Stratified sampling for association rules mining
    Li, YR
    Gopalan, RP
    [J]. ARTIFICIAL INTELLIGENCE APPLICATIONS AND INNOVATIONS II, 2005, 187 : 79 - 88