Interference of sample size on multicollinearity diagnosis in path analysis

被引：9

作者：

Sari, Bruno Giacomini ^{[1
]}

Lucio, Alessandro Dal'Col ^{[1
]}

Olivoto, Tiago ^{[1
]}

Krysczun, Dionatan Ketzer ^{[1
]}

Tischler, Andre Luis ^{[1
]}

Drebes, Lucas ^{[1
]}

机构：

[1] Univ Fed Santa Maria, Dept Fitotecnia, Ave Roraima 1-000, BR-97105900 Santa Maria, RS, Brazil

来源：

PESQUISA AGROPECUARIA BRASILEIRA | 2018年 / 53卷 / 06期

关键词：

Solanum lycopersicum; bootstrapping; multivariate analysis; sampling;

D O I：

10.1590/S0100-204X2018000600014

中图分类号：

S [农业科学];

学科分类号：

09 ;

摘要：

The objective of this work was to evaluate the interference of sample size on multicollinearity diagnosis in path analysis. From the analyses of productive traits of cherry tomato, two Pearson correlation matrices were obtained, one with severe multicollinearity and the other with weak multicollinearity. Sixty-six sample sizes were designed, and from the amplitude of the bootstrap confidence interval, it was observed that sample size interfered on multicollinearity diagnosis. When sample size was small, the imprecision of the diagnostic criteria estimates interfered with multicollinearity diagnosis in the matrix with weak multicollinearity.

引用

页码：769 / 773

页数：5

共 50 条

[41] Modeling and Analysis of Laser Active Interference Optical Path
Shan Cong-miao
Sun Hua-yan
Zhao Yan-zhong
Chen Jian-biao
Ren Jian-ying
[J]. AOPC 2017: FIBER OPTIC SENSING AND OPTICAL COMMUNICATIONS, 2017, 10464
[42] A neural network based on canonical correlation for multicollinearity diagnosis
Nong, Jifu
[J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION APPLICATIONS (ICCIA 2012), 2012, : 855 - 858
[43] Configuration of sample points for the reduction of multicollinearity in regression models with distance variables
Sadahiro, Yukio
Wang, Yan
[J]. ANNALS OF REGIONAL SCIENCE, 2018, 61 (02): : 295 - 317
[44] Sample size requirement for detecting interference under the chi-square model
Lin, SL
[J]. HUMAN HEREDITY, 2001, 52 (04) : 201 - 209
[45] MULTICOLLINEARITY IN REGRESSION ANALYSIS - PROBLEM REVISITED
FARRAR, DE
GLAUBER, RR
[J]. REVIEW OF ECONOMICS AND STATISTICS, 1967, 49 (01) : 92 - 107
[46] SOURCES OF MULTICOLLINEARITY IN REGRESSION-ANALYSIS
MASON, RR
WEBSTER, JT
GUNST, RF
[J]. BIOMETRICS, 1975, 31 (02) : 597 - 597
[47] The multicollinearity illusion in moderated regression analysis
Disatnik, David
Sivan, Liron
[J]. MARKETING LETTERS, 2016, 27 (02) : 403 - 408
[48] Sample-path analysis of queues with batch arrivals
El-Taha, Muhammad
[J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2014, 70 : 98 - 106
[49] Sample path analysis of contribution and reward in cooperative groups
Toyoizumi, Hiroshi
[J]. JOURNAL OF THEORETICAL BIOLOGY, 2009, 256 (03) : 311 - 314
[50] Concurrent sample path analysis of discrete event systems
Cassandras, CG
Panayiotou, CG
[J]. PROCEEDINGS OF THE 35TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 1996, : 3332 - 3337

← 1 2 3 4 5 →