Analyzing outliers: influential or nuisance?

被引：0
|
作者：
Naomi Altman
Martin Krzywinski
机构：
[1] Naomi Altman is a Professor of Statistics at The Pennsylvania State University.,
[2] Martin Krzywinski is a staff scientist at Canada's Michael Smith Genome Sciences Centre.,undefined
来源：
Nature Methods | 2016年 / 13卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Some outliers influence the regression fit more than others.
引用
收藏
页码：281 / 282
页数：1
相关论文
共 50 条
  • [21] Accuracy Evaluation of A Diagnostic Test by Detecting Outliers and Influential Observations
    Hsien-Chueh Peter YANG
    Tsung-Hao CHEN
    [J]. China Ocean Engineering, 2008, (03) : 421 - 429
  • [22] IDENTIFICATION OF OUTLIERS AND INFLUENTIAL DATA POINTS IN REGRESSION-ANALYSIS
    LANGEHEINE, R
    [J]. PSYCHOLOGISCHE BEITRAGE, 1986, 28 (3-4): : 384 - 396
  • [23] Detecting outliers and influential observations with heteroscedasticity-corrected models
    Martin, D
    Kumar, V
    [J]. APPLIED ECONOMICS LETTERS, 2005, 12 (12) : 745 - 748
  • [24] Firework Plots for Evaluating the Impact of Outliers and Influential Observations in Ridge Regression
    Jang, Dae-Heung
    Anderson-Cook, Christine M.
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2017, 33 (04) : 709 - 725
  • [25] THE EFFECT OF INFLUENTIAL OUTLIERS ON PARAMETER-ESTIMATION IN REGRESSION-ANALYSIS
    HATCH, JP
    PRIHODA, TJ
    [J]. BIOFEEDBACK AND SELF-REGULATION, 1992, 17 (02): : 153 - 156
  • [26] A unified approach for outliers and influential data detection: The value of information in retrospect
    Parsons, Jacob
    Bao, Le
    [J]. STAT, 2022, 11 (01):
  • [27] An Array of Influential Factors for Analyzing Policy Advocacy
    Albert, Sasha M.
    Gutman, Marjorie A.
    Barker, Dianne C.
    Nguyen, Samantha
    Caughlan, Ian
    Grob, George
    [J]. AMERICAN JOURNAL OF EVALUATION, 2022, 43 (02) : 214 - 233
  • [28] Analyzing the Influential People in Sina Weibo Dataset
    Liao, Qing
    Wang, Wei
    Han, Yi
    Zhang, Qian
    [J]. 2013 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2013, : 3066 - 3071
  • [29] A fuzzy approach for analyzing outliers in gene expression data
    Yousri, Noha A.
    Kamel, Mohamed S.
    Ismail, Mohamed A.
    [J]. BMEI 2008: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS, VOL 1, 2008, : 207 - +
  • [30] ANALYZING HOSPITAL HIGH LENGTH OF STAY OUTLIERS IN TURKEY
    Yigit, Pakize
    Aydin, Sabahattin
    Guler, Hasan
    [J]. JOURNAL OF BASIC AND CLINICAL HEALTH SCIENCES, 2022, 6 (03): : 903 - 912
12345