Generalized odds ratios for visual modeling

被引:7
|
作者
Hofmann, H [1 ]
机构
[1] AT&T, Shannon Labs, Tech Staff, Florham Pk, NJ 07932 USA
关键词
interaction effects; model selection; mosaic plots;
D O I
10.1198/106186001317243368
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
The problem of displaying interaction effects graphically has been studied for a long time. This article shows how mosaic plots can be applied to visualize interaction effects in categorical data. This idea leads to a graphical approach for model selection based on a classical backward selection.
引用
收藏
页码:628 / 640
页数:13
相关论文
共 50 条
  • [1] GENERALIZED ODDS RATIOS FOR ORDINAL DATA
    AGRESTI, A
    BIOMETRICS, 1980, 36 (01) : 59 - 67
  • [2] Odds and odds ratios
    Sedgwick, Philip
    BMJ-BRITISH MEDICAL JOURNAL, 2013, 347
  • [3] Heterogeneity between odds ratios and reporting odds ratios
    Khouri, C.
    Petit, C.
    Tod, M.
    Lepelley, M.
    Revol, B.
    Roustit, M.
    Cracowski, J. -L.
    EUROPEAN JOURNAL OF CLINICAL PHARMACOLOGY, 2019, 75 : S100 - S100
  • [4] The role of odds ratios in joint species distribution modeling
    Gelfand, Alan E.
    Shirota, Shinichiro
    ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 2021, 28 (02) : 287 - 302
  • [5] The role of odds ratios in joint species distribution modeling
    Alan E. Gelfand
    Shinichiro Shirota
    Environmental and Ecological Statistics, 2021, 28 : 287 - 302
  • [6] Heterogeneity between odds ratios and reporting odds ratios
    Khouri, C.
    Petit, C.
    Roustit, M.
    Cracowski, J. L.
    FUNDAMENTAL & CLINICAL PHARMACOLOGY, 2019, 33 : 10 - 10
  • [7] At odds with ratios
    Bangdiwala, Shrikant I.
    INTERNATIONAL JOURNAL OF INJURY CONTROL AND SAFETY PROMOTION, 2010, 17 (01) : 73 - 76
  • [8] Statistical briefing: Odds and odds ratios
    Lamb, Christopher R.
    Pfeiffer, Dirk
    VETERINARY RADIOLOGY & ULTRASOUND, 2008, 49 (02) : 220 - 221
  • [9] Making sense of odds and odds ratios
    Grimes, David A.
    Schulz, Kenneth F.
    OBSTETRICS AND GYNECOLOGY, 2008, 111 (02): : 423 - 426
  • [10] Risk ratios and odds ratios - what are they?
    Campbell, M
    MIDWIFERY, 2004, 20 (02) : 169 - 170