Modeling developmental data using U-shaped threshold dose-response curves

被引:4
|
作者
Hunt, D
Bowman, D
机构
[1] St Jude Childrens Res Hosp, Dept Biostat, Memphis, TN 38105 USA
[2] Univ Mississippi, Dept Math, University, MS 38677 USA
关键词
beta-binomial; dose-response curves; threshold models; U-shaped models;
D O I
10.1080/02664760500389525
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
This paper develops threshold models for developmental toxicity data. The distinguishing feature of these threshold models is their flexibility in modeling data below threshold with a U-shaped function if the data warrants. The method is applied to actual data from a developmental study which exhibits U-shaped behavior in early dose groups. Results from a simulation study demonstrate the flexibility of the threshold model to pick up on U-shaped trends in the data. In addition, the simulation study reveals important considerations in design of developmental studies.
引用
收藏
页码:35 / 47
页数:13
相关论文
共 50 条
  • [21] MODELING A U-SHAPED GATE MOSFET - A MODEL FOR THRESHOLD VOLTAGE.
    Dang, Ryo
    Kojima, Toshiaki
    Akiyama, Yutaka
    Nakamura, Mitsutoshi
    Transactions of the Institute of Electronics and Communication Engineers of Japan. Section E, 1986, E69 (04): : 243 - 245
  • [22] U-shaped dose response in behavioral pharmacology: Historical foundations
    Calabrese, Edward J.
    CRITICAL REVIEWS IN TOXICOLOGY, 2008, 38 (07) : 591 - 598
  • [23] A comment on the analysis of bell-shaped dose-response curves
    Kasai, M
    JAPANESE JOURNAL OF PHYSIOLOGY, 1998, 48 (01): : 91 - 93
  • [24] Linear and inverted U-shaped dose-response functions describe estrogen effects on hippocampal activity in young women
    Janine Bayer
    Jan Gläscher
    Jürgen Finsterbusch
    Laura H. Schulte
    Tobias Sommer
    Nature Communications, 9
  • [25] Linear and inverted U-shaped dose-response functions describe estrogen effects on hippocampal activity in young women
    Bayer, Janine
    Glaescher, Jan
    Finsterbusch, Juergen
    Schulte, Laura H.
    Sommer, Tobias
    NATURE COMMUNICATIONS, 2018, 9
  • [26] U-Shaped Curves in Development: A PDP Approach
    Rogers, Timothy T.
    Rakison, David H.
    McClelland, James L.
    JOURNAL OF COGNITION AND DEVELOPMENT, 2004, 5 (01) : 137 - 145
  • [27] BLOOD PRESSURES, HEARTS, AND U-SHAPED CURVES
    SLEIGHT, P
    LANCET, 1988, 1 (8579): : 235 - 235
  • [28] A Novel Approach for Modeling Biphasic Dose-Response Curves
    Hsieh, Ya-Ching M.
    Chang, Leon
    Barron, Alfred M.
    STATISTICS IN BIOPHARMACEUTICAL RESEARCH, 2023, 15 (04): : 726 - 736
  • [29] The U-Shaped Developmental Function for Auditory Localization
    Muir, Darwin
    Hains, Sylvia
    JOURNAL OF COGNITION AND DEVELOPMENT, 2004, 5 (01) : 123 - 130
  • [30] SUMMARY OF DOSE-RESPONSE MODELING FOR DEVELOPMENTAL TOXICITY STUDIES
    Hunt, Daniel L.
    Rai, Shesh N.
    Li, Chin-Shang
    DOSE-RESPONSE, 2008, 6 (04): : 352 - 368