A two-level directional model for dependence in circular data

被引：2

作者：

Holmquist, Bjorn ^{[1
]}

Gustafsson, Peter ^{[2
]}

机构：

[1] Lund Univ, Dept Stat, Lund, Sweden

[2] Lund Univ, Ctr Math Sci, Lund, Sweden

来源：

CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE | 2017年 / 45卷 / 04期

关键词：

Circular distribution; second order analysis; two-level analysis; von Mises distribution; MSC 2010: Primary 62H11; secondary; 62H15; VON MISES DISTRIBUTION; BAYESIAN-ANALYSIS; ORIENTATION; LOCATION; TESTS;

D O I：

10.1002/cjs.11345

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 present a likelihood-based test for clustering among sub-population mean directions for circular data. The test is based on a two-level hierarchical model with von Mises distributed variation on each level. The properties of the tests are investigated and compared to the commonly applied techniques of second-order analysis and pseudo-pooling of directions for the situation at hand. Finally we apply the technique to some previously published data sets, to determine the presence of directional clustering among the sub-populations. The Canadian Journal of Statistics 45: 461-478; 2017 (c) 2017 Statistical Society of Canada

引用

页码：461 / 478

页数：18

共 50 条

[41] Efficient two-level parallelization approach to evaluate spin relaxation in a strained thin silicon film
Ghosh, Joydeep
Osintsev, Dmitry
Sverdlov, Viktor
JOURNAL OF COMPUTATIONAL ELECTRONICS, 2019, 18 (01) : 28 - 36
[42] Statistical modeling of directional data using a robust hierarchical von mises distribution model: perspectives for wind energy
Said Benlakhdar
Mohammed Rziza
Rachid Oulad Haj Thami
Computational Statistics, 2022, 37 : 1599 - 1619
[43] Statistical modeling of directional data using a robust hierarchical von mises distribution model: perspectives for wind energy
Benlakhdar, Said
Rziza, Mohammed
Thami, Rachid Oulad Haj
COMPUTATIONAL STATISTICS, 2022, 37 (04) : 1599 - 1619
[44] Complex sampling designs in large-scale education surveys: a two-level sample distribution approach
Shen, Ting
Konstantopoulos, Spyros
JOURNAL OF EXPERIMENTAL EDUCATION, 2022, 90 (02) : 469 - 485
[45] A new mathematical model for evaluating surface changes in the mid-abdominal sagittal plane after two-level pedicle reduction osteotomy in patients with ankylosing spondylitis
Yin, Wen
Zheng, Guohui
Zhang, Wei
Zhai, Yunlei
Li, Haijiang
Sun, Lele
Wang, Kangkang
Jiang, Jishi
Hua, Zikai
Cui, Xilong
Yu, Haiyang
BMC SURGERY, 2024, 24 (01)
[46] Dependence Rayleigh competing risks model with generalized censored data
Wang Liang
Ma Jin'ge
Shi Yimin
JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2020, 31 (04) : 852 - 858
[47] Cervical disc arthroplasty combined with two-level ACDF for the treatment of contiguous three-level cervical degenerative disc disease: A comparative study
Huang, Kangkang
Liu, Hao
Wang, Beiyu
Wu, Tingkui
Ding, Chen
He, Junbo
Meng, Yang
Wang, Han
Hong, Ying
JOURNAL OF ORTHOPAEDIC RESEARCH, 2023, 41 (05) : 1105 - 1114
[48] How to sell in diverse markets? A two-level approach to industry factors and selling factors for explaining firm profitability
Leischnig, Alexander
Kasper-Brauer, Kati
JOURNAL OF BUSINESS RESEARCH, 2016, 69 (04) : 1307 - 1313
[49] Order Statistics for a Two-Level, Eight-Run Saturated-Unreplicated Fractional-Factorial Screening
Besseris, George J.
QUALITY ENGINEERING, 2009, 21 (04) : 416 - 431
[50] Robust Fitting of a Wrapped Normal Model to Multivariate Circular Data and Outlier Detection
Greco, Luca
Saraceno, Giovanni
Agostinelli, Claudio
STATS, 2021, 4 (02): : 454 - 471

← 1 2 3 4 5 →