journal article Jan 01, 2023

Design of Panel Experiments with Spatial and Temporal Interference

View at Publisher Save 10.2139/ssrn.4466598
Topics

No keywords indexed for this article. Browse by subject →

References
111
[1]
A Abadie "Sampling-based versus design-based uncertainty in regression analysis" Econometrica (2020) 10.3982/ecta12675
[2]
P M Aronow "Estimating average causal effects under general interference, with application to a social network experiment" The Annals of Applied Statistics (2017) 10.1214/16-aoas1005
[3]
S Athey "Exact p-values for network interference" Journal of the American Statistical Association (2018) 10.1080/01621459.2016.1241178
[4]
S Baird "Optimal design of experiments in the presence of interference" Review of Economics and Statistics (2018) 10.1162/rest_a_00716
[5]
P Bajari Multiple randomization designs (2021)
[6]
G Basse Minimax crossover designs (2019)
[7]
G W Basse "Limitations of design-based causal inference and a/b testing under arbitrary and network interference" Sociological Methodology (2018) 10.1177/0081175018782569
[8]
J O Berger Statistical decision theory and Bayesian analysis (2013)
[9]
Y G Berger "A simple variance estimator for unequal probability sampling without replacement" Journal of Applied Statistics (2004) 10.1080/0266476042000184046
[10]
P Billingsley Convergence of probability measures (2013)
[11]
I Bojinov Online experimentation: Benefits, operational and methodological challenges, and scaling guide (2022)
[12]
I Bojinov "Want your company to get better at experimentation" Harvard Business Review (2025)
[13]
I Bojinov "Panel experiments and dynamic causal effects: A finite population perspective" Quantitative Economics (2021) 10.3982/qe1744
[14]
I Bojinov "Avoid the pitfalls of a/b testing make sure your experiments recognize customers' varying needs" Harvard Business Review (2020)
[15]
I Bojinov "Time series experiments and causal estimands: exact randomization tests and trading" Journal of the American Statistical Association (2019) 10.1080/01621459.2018.1527225
[16]
I Bojinov "Design and analysis of switchback experiments" Management Science (2022)
[17]
E Bolthausen "An estimate of the remainder in a combinatorial central limit theorem" Zeitschrift f�r Wahrscheinlichkeitstheorie und verwandte Gebiete (1984) 10.1007/bf00533704
[18]
J Bowers "Reasoning about interference between units: A general framework for estimating and testing treatment effects" Political Analysis (2013) 10.1093/pan/mps038
[19]
J Brennan "Reducing symbiosis bias through better a/b tests of recommendation algorithms" Proceedings of the ACM on Web Conference 2025 (2025) 10.1145/3696410.3714738
[20]
I Bright Reducing marketplace interference bias via shadow prices (2022)
[21]
B W Brown "The crossover experiment for clinical trials" Biometrics (1980) 10.2307/2530496
[22]
H Cardot "Uniform convergence and asymptotic confidence bands for model-assisted estimators of the mean of sampled functional data" Electronic Journal of Statistics (2013) 10.1214/13-ejs779
[23]
N Chamandy Experimentation in a ridesharing marketplace lyft engineering (2016)
[24]
H Chen "Switchback experiments in a reactive environment" Available at SSRN (2023)
[25]
X Chen Bias analysis of experiments for multi-item multi-period inventory control policies (2025)
[26]
W G Cochran Experimental designs (1962)
[27]
D R Cox Planning of experiments (1958)
[28]
R Cui "The operational value of social media information" Production and Operations Management (2018) 10.1111/poms.12707
[29]
A Delarue Pricing experiments in matching marketplaces under interference: Designs and estimators (2025)
[30]
W Dhaouadi Price experimentation and interference in online platforms (2023)
[31]
D Eckles "Design and analysis of experiments in networks: Reducing bias from interference" Journal of Causal Inference (2017) 10.1515/jci-2015-0021
[32]
V F Farias Markovian interference in experiments (2022)
[33]
C Farronato "Innovation at uber: The launch of express pool" Harvard Business School Case (2018)
[34]
R A Fisher "Design of experiments" Br Med J (1936) 10.1136/bmj.1.3923.554-a
[35]
M Gao "Causal inference in network experiments: regression-based analysis and design-based properties" Journal of Econometrics (2025)
[36]
A Giffin A generalized propensity score approach to causal inference with spatial interference (2020)
[37]
P W Glynn "Adaptive experimental design with temporal interference: A maximum likelihood approach" Advances in Neural Information Processing Systems (2020)
[38]
S Gupta "Top challenges from the first practical online controlled experiments summit" ACM SIGKDD Explorations Newsletter (2019) 10.1145/3331651.3331655
[39]
M Habibi Prioritized ranking experimental design using recommender systems in two-sided platforms (2025)
[40]
K Han "Population interference in panel experiments" Journal of Econometrics (2024)
[41]
W Hoeffding "A Combinatorial Central Limit Theorem" The Annals of Mathematical Statistics (1951) 10.1214/aoms/1177729545
[42]
Statistics and Causal Inference

Paul W. Holland

Journal of the American Statistical Association 1986 10.1080/01621459.1986.10478354
[43]
D Holtz "Reducing interference bias in online marketplace experiments using cluster randomization: Evidence from a pricing meta-experiment on airbnb" Management Science (2024)
[44]
D Holtz "Reducing interference bias in online marketplace experiments using cluster randomization: Evidence from a pricing meta-experiment on airbnb" Management Science (2025)
[45]
A Generalization of Sampling Without Replacement from a Finite Universe

D. G. Horvitz, D. J. Thompson

Journal of the American Statistical Association 1952 10.1080/01621459.1952.10483446
[46]
Y Hu "Average direct and indirect causal effects under interference" Biometrika (2022) 10.1093/biomet/asac008
[47]
Y Hu Switchback experiments under geometric mixing (2022)
[48]
M G Hudgens "Toward causal inference with interference" Journal of the american statistical association (2008) 10.1198/016214508000000292
[49]
I Ibragimov Independent and stationary sequences of random variables (1975)
[50]
G W Imbens Causal inference in statistics, social, and biomedical sciences (2015)

Showing 50 of 111 references

Metrics
3
Citations
111
References
Details
Published
Jan 01, 2023
Cite This Article
Tu Ni, Iavor Bojinov, Jinglong Zhao (2023). Design of Panel Experiments with Spatial and Temporal Interference. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4466598
Related

You May Also Like