Bayesian analysis of cell migration - Linking experimental data and theoretical models

被引：0
|
作者：
Preuss, R [1 ]
Schwab, A [1 ]
Schnittler, HJ [1 ]
Dieterich, P [1 ]
机构：
[1] EURATOM, Max Planck Inst Plasmaphys, Ctr Interdisciplinary Plasma Sci, D-85748 Garching, Germany
来源：
FOUNDATIONS OF STATISTICAL INFERENCE | 2003年
关键词：
D O I：
暂无
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：
We analyze experimental time series from phase contrast microscopy of cells moving on a 2D substrate. Using Bayesian analysis a statistical model is developed which allows to characterize cell migration with a few parameters.
引用
收藏
页码：107 / 114
页数：8
相关论文
共 50 条
  • [21] Composable models for online Bayesian analysis of streaming data
    Law, Jonathan
    Wilkinson, Darren J.
    STATISTICS AND COMPUTING, 2018, 28 (06) : 1119 - 1137
  • [22] Bayesian analysis and diagnostic of overdispersion models for binomial data
    Paraiba, Carolina C. M.
    Diniz, Carlos A. R.
    Pires, Rubiane M.
    BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS, 2015, 29 (03) : 608 - 639
  • [23] BAYESIAN SENSITIVITY ANALYSIS OF STATISTICAL MODELS WITH MISSING DATA
    Zhu, Hongtu
    Ibrahim, Joseph G.
    Tang, Niansheng
    STATISTICA SINICA, 2014, 24 (02) : 871 - 896
  • [24] Bayesian dynamic probit models for the analysis of longitudinal data
    Soyer, Refik
    Sung, Minje
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2013, 68 : 388 - 398
  • [25] Bayesian analysis of single-molecule experimental data
    Kou, SC
    Sunney Xie, X
    Liu, JS
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2005, 54 : 469 - 496
  • [26] Linking data to models: data regression
    Jaqaman, Khuloud
    Danuser, Gaudenz
    NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2006, 7 (11) : 813 - 819
  • [27] Linking data to models: data regression
    Khuloud Jaqaman
    Gaudenz Danuser
    Nature Reviews Molecular Cell Biology, 2006, 7 : 813 - 819
  • [28] Bayesian analysis of coupled cellular and nuclear trajectories for cell migration
    Chakraborty, Saptarshi
    Lan, Tian
    Tseng, Yiider
    Wong, Samuel W. K.
    BIOMETRICS, 2022, 78 (03) : 1209 - 1220
  • [29] Correspondence of Theoretical Models of Longitudinal Rod Vibrations to Experimental Data
    Popov, A. L.
    Sadovsky, S. A.
    VESTNIK ST PETERSBURG UNIVERSITY-MATHEMATICS, 2021, 54 (02) : 162 - 170
  • [30] Inference of mix from experimental data and theoretical mix models
    Welser-Sherrill, L.
    Haynes, D. A.
    Mancini, R. C.
    Cooley, J. H.
    Haan, S. W.
    Golovkin, I. E.
    ATOMIC PROCESSES IN PLASMAS, 2007, 926 : 238 - +
12345