Robustness and sensitivity of biological models

被引:0
|
作者
Jani Raerinne
机构
[1] University of Helsinki,Department of Philosophy, History, Culture, and Art Studies
来源
Philosophical Studies | 2013年 / 166卷
关键词
Robustness; Scientific models; Sensitivity; Sufficient parameters;
D O I
暂无
中图分类号
学科分类号
摘要
The aim of this paper is to develop ideas about robustness analyses. I introduce a form of robustness analysis that I call sufficient parameter robustness, which has been neglected in the literature. I claim that sufficient parameter robustness is different from derivational robustness, the focus of previous research. My purpose is not only to suggest a new taxonomy of robustness, but also to argue that previous authors have concentrated on a narrow sense of robustness analysis, which they have inadequately distinguished from other investigations of models such as sensitivity analysis.
引用
收藏
页码:285 / 303
页数:18
相关论文
共 50 条
  • [21] ROBUSTNESS AND SENSITIVITY ANALYSIS
    LEW, RA
    ANNALS OF MATHEMATICAL STATISTICS, 1969, 40 (03): : 1145 - &
  • [22] Counterfactual Sensitivity and Robustness
    Christensen, Timothy
    Connault, Benjamin
    ECONOMETRICA, 2023, 91 (01) : 263 - 298
  • [23] Sensitivity Analysis of Discrete Models and Application in Biological Networks
    Zhou, Gaoxiang
    Liang, Kai-wen
    Miskov-Zivanov, Natasa
    ACM-BCB'18: PROCEEDINGS OF THE 2018 ACM INTERNATIONAL CONFERENCE ON BIOINFORMATICS, COMPUTATIONAL BIOLOGY, AND HEALTH INFORMATICS, 2018, : 605 - 606
  • [24] Multiplicity and global parametric sensitivity of structured biological models
    Tusek, A.
    Kurtanjek, Z.
    PROCEEDINGS OF THE ITI 2008 30TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES, 2008, : 797 - 801
  • [25] Grid Computing for Sensitivity Analysis of Stochastic Biological Models
    Merelli, Ivan
    Pescini, Dario
    Mosca, Ettore
    Cazzaniga, Paolo
    Maj, Carlo
    Mauri, Giancarlo
    Milanesi, Luciano
    PARALLEL COMPUTING TECHNOLOGIES, 2011, 6873 : 62 - +
  • [26] Correction: Corrigendum: Robustness and period sensitivity analysis of minimal models for biochemical oscillators
    Angélica Caicedo-Casso
    Hye-Won Kang
    Sookkyung Lim
    Christian I. Hong
    Scientific Reports, 6
  • [27] Robustness and sensitivity analyses for stochastic volatility models under uncertain data structure
    Pospisil, Jan
    Sobotka, Tomas
    Ziegler, Philipp
    EMPIRICAL ECONOMICS, 2019, 57 (06) : 1935 - 1958
  • [28] Evaluating the sensitivity and robustness of occupancy models for building energy simulation during design
    Ono, Eikichi
    Tekler, Zeynep Duygu
    Lam, Khee Poh
    Jin, Yuan
    Yan, Da
    Chong, Adrian
    BUILDING AND ENVIRONMENT, 2024, 261
  • [29] Robustness and sensitivity analyses for stochastic volatility models under uncertain data structure
    Jan Pospíšil
    Tomáš Sobotka
    Philipp Ziegler
    Empirical Economics, 2019, 57 : 1935 - 1958
  • [30] Biological complexity and robustness
    Doyle, John
    Braun, John G.
    2006 BIO- MICRO- AND NANOSYSTEMS CONFERENCE, 2006, : 1 - 1