Prediction from wrong models: The kriging approach

被引：22
|
作者：
Lefebvre, J
Roussel, H
Walter, E
Lecointe, D
Tabbara, W
机构：
[1] CNRS, Gif-sur-Yvette
来源：
IEEE ANTENNAS AND PROPAGATION MAGAZINE | 1996年 / 38卷 / 04期
关键词：
D O I：
10.1109/74.537364
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This article reviews a very general, multi-factor, parametric approach to system modeling, called Kriging. It is shown how this method can lead to adequate prediction, together with an estimation of the accuracy of the predicted values of an observable, although the model is based on outrageously simplistic equations (and thus 'wrong,' from a phenomenological point of view).
引用
收藏
页码：35 / 45
页数：11
相关论文
共 50 条
  • [21] SPATIAL PREDICTION AND ORDINARY KRIGING
    CRESSIE, N
    MATHEMATICAL GEOLOGY, 1988, 20 (04): : 405 - 421
  • [22] Nonlinear models based on enhanced Kriging interpolation for prediction of rock joint shear strength
    Mahdi Hasanipanah
    Debiao Meng
    Behrooz Keshtegar
    Nguyen-Thoi Trung
    Duc-Kien Thai
    Neural Computing and Applications, 2021, 33 : 4205 - 4215
  • [23] Nonlinear models based on enhanced Kriging interpolation for prediction of rock joint shear strength
    Hasanipanah, Mahdi
    Meng, Debiao
    Keshtegar, Behrooz
    Nguyen-Thoi Trung
    Duc-Kien Thai
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (09): : 4205 - 4215
  • [24] THE LIMITED APPROACH OF MALARIA PREDICTION MODELS: RESULTS FROM A SCOPING REVIEW
    Zinszer, K.
    Verma, A.
    Brownstein, J.
    Brewer, T.
    Buckeridge, D.
    AMERICAN JOURNAL OF EPIDEMIOLOGY, 2011, 173 : S39 - S39
  • [25] Improving geological models using a combined ordinary-indicator kriging approach
    Marinoni, O
    ENGINEERING GEOLOGY, 2003, 69 (1-2) : 37 - 45
  • [26] The wrong approach?
    Stokes, Keith A.
    BRITISH MEDICAL JOURNAL, 2012, 345
  • [27] Lifted Brownian Kriging Models
    Plumlee, Matthew
    Apley, Daniel W.
    TECHNOMETRICS, 2017, 59 (02) : 165 - 177
  • [28] WRONG APPROACH
    GREENBUR.A
    JOURNAL OF THE AMERICAN DENTAL ASSOCIATION, 1971, 82 (04): : 671 - &
  • [29] Kriging Models for Microwave Filters
    Leszczynska, Natalia
    Ulaganathan, Selvakumar
    Lamecki, Adam
    Dhaene, Tom
    Mrozowski, Michal
    2016 IEEE MTT-S INTERNATIONAL CONFERENCE ON NUMERICAL ELECTROMAGNETIC AND MULTIPHYSICS MODELING AND OPTIMIZATION (NEMO), 2016,
  • [30] Probabilistic approach in life prediction models
    Desquines, J
    Brethes, B
    Obadia, S
    Mosset, S
    Bassot, A
    Krafft, R
    JOURNAL DE PHYSIQUE IV, 2000, 10 (P4): : 187 - 192
12345