Generalized odds ratios for visual modeling

被引:6
|
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
  • [41] Interpretation of dichotomous outcomes: risk, odds, risk ratios, odds ratios and number needed to treat
    Hancock, Mark
    Kent, Peter
    JOURNAL OF PHYSIOTHERAPY, 2016, 62 (03) : 172 - 174
  • [42] GENERALIZED NETWORK MODELING AND DIAGNOSIS USING FINANCIAL RATIOS
    WHALEN, T
    SCHOTT, B
    INFORMATION SCIENCES, 1985, 37 (1-3) : 179 - 192
  • [43] Optimal approximate conversions of odds ratios and hazard ratios to risk ratios
    VanderWeele, Tyler J.
    BIOMETRICS, 2020, 76 (03) : 746 - 752
  • [44] Odds ratios are contingent on event rates
    Paul, Mical
    Leibovici, Leonard
    CRITICAL CARE MEDICINE, 2010, 38 (12) : 2425 - 2426
  • [45] A note on logistic regression and odds ratios
    Schwartz, AJ
    JOURNAL OF AMERICAN COLLEGE HEALTH, 2003, 51 (04) : 169 - 170
  • [46] Relative risks versus odds ratios
    Sedgwick, Philip
    BMJ-BRITISH MEDICAL JOURNAL, 2014, 348
  • [47] CESAREAN-SECTION ODDS RATIOS
    SIMINI, F
    MAILLARD, F
    BREART, G
    EUROPEAN JOURNAL OF OBSTETRICS GYNECOLOGY AND REPRODUCTIVE BIOLOGY, 1990, 34 (1-2): : 1 - 13
  • [48] When can odds ratios mislead?
    Davies, HTO
    Crombie, IK
    Tavakoli, M
    BRITISH MEDICAL JOURNAL, 1998, 316 (7136): : 989 - 991
  • [49] The (relative) risks of using odds ratios
    Katz, KA
    ARCHIVES OF DERMATOLOGY, 2006, 142 (06) : 761 - 764
  • [50] Relative risk of using odds ratios
    Hrabac, Pero
    Trkulja, Vladimir
    CROATIAN MEDICAL JOURNAL, 2019, 60 (02) : 181 - 182