Improved Neymanian analysis for 2K factorial designs with binary outcomes

被引：0

作者：

Lu, Jiannan ^{[1
]}

机构：

[1] Microsoft Corp, Anal & Expt, One Microsoft Way, Redmond, WA 98052 USA

来源：

STATISTICA NEERLANDICA | 2019年 / 73卷 / 04期

关键词：

partial identification; potential outcome; randomization; robust inference; CAUSAL INFERENCE; BOUNDS;

D O I：

10.1111/stan.12186

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：

2(K) factorial designs are widely adopted by statisticians and the broader scientific community. In this short note, under the potential outcomes framework, we adopt the partial identification approach and derive the sharp lower bound of the sampling variance of the estimated factorial effects, which leads to an "improved" Neymanian variance estimator that mitigates the overestimation issue suffered by the classic Neymanian variance estimator.

引用

页码：514 / 523

页数：10

共 50 条

[31] Optimal designs for 2k paired comparison experiments
Street, DJ
Bunch, DS
Moore, BJ
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2001, 30 (10) : 2149 - 2171
[32] 2k factorial experimental design and its use in engine emission
Wang, Xiao-Yu
Chen, Guo-Hua
Jiang, Yan-Kun
Neiranji Gongcheng/Chinese Internal Combustion Engine Engineering, 2004, 25 (02): : 18 - 22
[33] Economic Trend Free Blocked Full 2k Factorial Experiments
Gogah, Fatima S.
Hilow, Hisham M.
ELECTRONIC JOURNAL OF APPLIED STATISTICAL ANALYSIS, 2024, 17 (02)
[34] Approximate and exact optimal designs for 2k factorial experiments for generalized linear models via second order cone programming
Duarte, Belmiro P. M.
Sagnol, Guillaume
STATISTICAL PAPERS, 2020, 61 (06) : 2737 - 2767
[35] RNS-To-Binary converters for New Three-moduli sets {2k,2k-1, 2k(2k-1)+1} and {2k,2k-1, 2k(2k-1)-1}
Phalguna, P. S.
Kamat, Dattaguru, V
Mohan, P. V. Ananda
2019 IEEE ASIA PACIFIC CONFERENCE ON POSTGRADUATE RESEARCH IN MICROELECTRONICS AND ELECTRONICS (PRIMEASIA 2019): INNOVATIVE CAS TOWARDS SUSTAINABLE ENERGY AND TECHNOLOGY DISRUPTION, 2019, : 33 - 36
[36] Orthogonal Designs and Type II Codes over ℤ2k
Stelios Georgiou
Masaaki Harada
Christos Koukouvinos
Designs, Codes and Cryptography, 2002, 25 : 163 - 174
[37] A Note on Foldover of 2k - p Designs With Column Permutations
Li, William
Lin, Dennis K. J.
TECHNOMETRICS, 2016, 58 (04) : 508 - 512
[38] Sharpening randomization-based causal inference for 22 factorial designs with binary outcomes
Lu, Jiannan
STATISTICAL METHODS IN MEDICAL RESEARCH, 2019, 28 (04) : 1064 - 1078
[39] The Application of 2k Factorial Design to Determine the Luminance in Truck Parking Lots
Kandananond, Karin
TRANSPORT AND TELECOMMUNICATION JOURNAL, 2024, 25 (04) : 427 - 438
[40] 2K-P FRACTIONAL FACTORIAL DESIGNS .2.
BOX, GEP
HUNTER, JS
TECHNOMETRICS, 1961, 3 (04) : 449 - &

← 1 2 3 4 5 →