jasa-acs
Code repository supporting the Reproducibility Initiative of the Journal of the American Statistical Association
American Statistical Association
Pinned Repositories
A-Geometric-Perspective-on-the-Power-of-Principal-Component-Association-Tests-in-Multiple-Phenotype-
A Geometric Perspective on the Power of Principal Component Association Tests in Multiple Phenotype Studies, by Zhonghua Liu & Xihong Lin
Bayesian-Hierarchical-Varying-sparsity-Regression-Models-with-Application-to-Cancer-Proteogenomics
Reproducibility materials for "Bayesian Hierarchical Varying-sparsity Regression Models with Application to Cancer Proteogenomics" by Yang Ni, Francesco C. Stingo, Min Jin Ha, Rehan Akbani & Veerabhadran Baladandayuthapani
Causal-Inference-With-Interference-and-Noncompliance-in-Two-Stage-Randomized-Experiments
Causal Inference With Interference and Noncompliance in Two-Stage Randomized Experiments, by Kosuke Imai, Zhichao Jiang, Anup Malani
Modeling-Random-Effects-Using-Global-Local-Shrinkage-Priors-in-Small-Area-Estimation
Reproducibility materials for "Modeling Random Effects Using Global-Local Shrinkage Priors in Small Area Estimation" by Xueying Tang, Malay Ghosh, Neung Soo Ha & Joseph Sedransk
Multivariate-Bayesian-Predictive-Synthesis-in-Macroeconomic-Forecasting
Multivariate Bayesian Predictive Synthesis in Macroeconomic Forecasting, by Kenichiro McAlinn, Knut Are Aastveit, Jouchi Nakajima, Mike West
Priors-for-the-Long-Run
Priors for the Long Run, by Domenico Giannone, Michele Lenza & Giorgio E. Primiceri
repro-award
Website for the Editor-Selected JASA Reproducibility Award
repro-guide
Reproducibility guidance for authors and reviewers of JASA A&CS. Includes the reproducibility guide webpage.
repro-template
JASA reproducibility materials template
Toward-Optimal-Fingerprinting-in-Detection-and-Attribution-of-Changes-in-Climate-Extremes
Toward Optimal Fingerprinting in Detection and Attribution of Changes in Climate Extremes, by Zhuo Wang, Yujing Jiang, Hui Wan, Jun Yan, Xuebin Zhang
jasa-acs's Repositories
jasa-acs/repro-template
JASA reproducibility materials template
jasa-acs/repro-guide
Reproducibility guidance for authors and reviewers of JASA A&CS. Includes the reproducibility guide webpage.
jasa-acs/Causal-Inference-With-Interference-and-Noncompliance-in-Two-Stage-Randomized-Experiments
Causal Inference With Interference and Noncompliance in Two-Stage Randomized Experiments, by Kosuke Imai, Zhichao Jiang, Anup Malani
jasa-acs/Large-Scale-Hypothesis-Testing-for-Causal-Mediation-Effects-with-Applications-in-Genome-wide-Epig...
jasa-acs/Predicting-Clinical-Outcomes-in-Glioblastoma-An-Application-of-Topological-and-Functional-Data-An...
Predicting Clinical Outcomes in Glioblastoma: An Application of Topological and Functional Data Analysis, by Lorin Crawford, Anthea Monod, Andrew X. Chen, Sayan Mukherjee, Raúl Rabadán
jasa-acs/Automatic-Detection-and-Uncertainty-Quantification-of-Landmarks-on-Elastic-Curves
Automatic Detection and Uncertainty Quantification of Landmarks on Elastic Curves, by Justin Strait, Oksana Chkrebtii, Sebastian Kurtek
jasa-acs/Brain-Regions-Identified-as-Being-Associated-With-Verbal-Reasoning-Through-the-Use-of-Imaging-Reg...
Brain Regions Identified as Being Associated With Verbal Reasoning Through the Use of Imaging Regression via Internal Variation, by Long Feng, Xuan Bi, Heping Zhang
jasa-acs/Gene-Based-Association-Testing-of-Dichotomous-Traits-With-Generalized-Functional-Linear-Mixed-Mod...
Gene-Based Association Testing of Dichotomous Traits With Generalized Functional Linear Mixed Models Using Extended Pedigrees: Applications to Age-Related Macular Degeneration, by Yingda Jiang , Chi-Yang Chiu , Qi Yan , Wei Chen , Michael B. Gorin , Yvette P. Conley , M’Hamed Lajmi Lakhal-Chaieb , Richard J. Cook , Christopher I. Amos , Alexander F. Wilson , Joan E. Bailey-Wilson , Francis J. McMahon , Ana I. Vazquez , Ao Yuan , Xiaogang Zhong , Momiao Xiong , Daniel E. Weeks , Ruzong Fan
jasa-acs/repro-award
Website for the Editor-Selected JASA Reproducibility Award
jasa-acs/A-Bayesian-Hierarchical-CACE-Model-Accounting-for-Incomplete-Noncompliance-With-Application-to-a-...
jasa-acs/A-Cross-Validated-Ensemble-Approach-to-Robust-Hypothesis-Testing-of-Continuous-Nonlinear-Interact...
jasa-acs/A-Semiparametric-Kernel-Independence-Test-With-Application-to-Mutational-Signatures
jasa-acs/Balancing-Inferential-Integrity-and-Disclosure-Risk-Via-Model-Targeted-Masking-and-Multiple-Imput...
jasa-acs/Bayesian-Copula-Density-Deconvolution-for-Zero-Inflated-Data-in-Nutritional-Epidemiology
Bayesian Copula Density Deconvolution for Zero-Inflated Data in Nutritional Epidemiology, by Abhra Sarkar, Debdeep Pati, Bani K. Mallick, Raymond J. Carroll
jasa-acs/Bayesian-Regression-With-Undirected-Network-Predictors-With-an-Application-to-Brain-Connectome-Data
Bayesian Regression With Undirected Network Predictors With an Application to Brain Connectome Data, by Sharmistha Guha, Abel Rodriguez
jasa-acs/Bayesian-Structure-Learning-in-Multilayered-Genomic-Networks
Bayesian Structure Learning in Multilayered Genomic Networks, by Min Jin Ha, Francesco Claudio Stingo, Veerabhadran Baladandayuthapani
jasa-acs/Biased-Encouragements-and-Heterogeneous-Effects-in-an-Instrumental-Variable-Study-of-Emergency-Ge...
Biased Encouragements and Heterogeneous Effects in an Instrumental Variable Study of Emergency General Surgical Outcomes, by Colin B. Fogarty , Kwonsang Lee , Rachel R. Kelz , Luke J. Keele
jasa-acs/Earthquake-Risk-Embedded-in-Property-Prices-Evidence-From-Five-Japanese-Cities
jasa-acs/High-Dimensional-Precision-Medicine-From-Patient-Derived-Xenografts
High-Dimensional Precision Medicine From Patient-Derived Xenografts, by Naim U. Rashid , Daniel J. Luckett , Jingxiang Chen , Michael T. Lawson , Longshaokan Wang , Yunshu Zhang , Eric B. Laber , Yufeng Liu , Jen Jen Yeh , Donglin Zeng , Michael R. Kosorok
jasa-acs/Incorporating-Animal-Movement-Into-Distance-Sampling
Incorporating Animal Movement Into Distance Sampling, by R. Glennie, S. T. Buckland, R. Langrock, T. Gerrodette, L. T. Ballance, S. J. Chivers, M. D. Scott
jasa-acs/Modeling-and-Regionalization-of-Chinas-PM25-Using-Spatial-Functional-Mixture-Models
Modeling and Regionalization of China’s PM2.5 Using Spatial-Functional Mixture Models, by Decai Liang, Haozhe Zhang, Xiaohui Chang, Hui Huang
jasa-acs/Modeling-the-Marked-Presence-Only-Data-A-Case-Study-of-Estimating-the-Female-Sex-Worker-Size-in-M...
Modeling the Marked Presence-Only Data: A Case Study of Estimating the Female Sex Worker Size in Malawi, by Ian Laga, Xiaoyue Niu & Le Bao
jasa-acs/Multivariate-Postprocessing-Methods-for-High-Dimensional-Seasonal-Weather-Forecasts
Multivariate Postprocessing Methods for High-Dimensional Seasonal Weather Forecasts, by Claudio Heinrich, Kristoffer H. Hellton, Alex Lenkoski, Thordis L. Thorarinsdottir
jasa-acs/Network-Dependence-Can-Lead-to-Spurious-Associations-and-Invalid-Inference
Network Dependence Can Lead to Spurious Associations and Invalid Inference, by Youjin Lee, Elizabeth L. Ogburn
jasa-acs/Nonparametric-Estimation-of-Galaxy-Cluster-Emissivity-and-Detection-of-Point-Sources-in-Astrophys...
Nonparametric Estimation of Galaxy Cluster Emissivity and Detection of Point Sources in Astrophysics With Two Lasso Penalties, by Jairo Diaz-Rodriguez, Dominique Eckert, Hatef Monajemi, Stéphane Paltani, Sylvain Sardy
jasa-acs/Optimizing-the-JSM-Program
Optimizing the JSM Program, by Luca Frigau, Qiuyi Wu & David Banks
jasa-acs/Penalized-Spline-of-Propensity-Methods-for-Treatment-Comparison
Penalized Spline of Propensity Methods for Treatment Comparison, by Tingting Zhou, Michael R. Elliott, Roderick J. A. Little
jasa-acs/Prioritizing-Autism-Risk-Genes-Using-Personalized-Graphical-Models-Estimated-From-Single-Cell-RNA...
jasa-acs/Recurrent-Events-Analysis-With-Data-Collected-at-Informative-Clinical-Visits-in-Electronic-Health...
Recurrent Events Analysis With Data Collected at Informative Clinical Visits in Electronic Health Records, by Yifei Sun , Charles E. McCulloch , Kieren A. Marr , Chiung-Yu Huang
jasa-acs/Topic-Modeling-on-Triage-Notes-with-Semi-orthogonal-Non-negative-Matrix-Factorization
Topic Modeling on Triage Notes with Semi-orthogonal Non-negative Matrix Factorization, by Yutong Li , Ruoqing Zhu , Annie Qu , Han Ye , Zhankun Sun