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November 2022, Volume 18, Issue 2
- 307-327 Doubly robust adaptive LASSO for effect modifier discovery
by Bahamyirou Asma & Schnitzer Mireille E. & Kennedy Edward H. & Blais Lucie & Yang Yi - 329-356 Increasing the efficiency of randomized trial estimates via linear adjustment for a prognostic score
by Schuler Alejandro - 357-380 Review and comparison of treatment effect estimators using propensity and prognostic scores
by Lee Myoung-Jae & Lee Sanghyeok - 381-396 Error rate control for classification rules in multiclass mixture models
by Mary-Huard Tristan & Martin-Magniette Marie-Laure & Perduca Vittorio & Blanchard Gilles - 397-419 Regression trees and ensembles for cumulative incidence functions
by Cho Youngjoo & Molinaro Annette M. & Hu Chen & Strawderman Robert L. - 421-437 Causal inference under over-simplified longitudinal causal models
by Étiévant Lola & Viallon Vivian - 439-453 Causal inference under interference with prognostic scores for dynamic group therapy studies
by Han Bing & Paddock Susan M. & Burgette Lane - 455-471 Bayesian multi-response nonlinear mixed-effect model: application of two recent HIV infection biomarkers
by Castel Charlotte & Sommen Cécile & Chatignoux Edouard & Le Strat Yann & Alioum Ahmadou - 473-485 A Bayesian semiparametric accelerate failure time mixture cure model
by Wang Yijun & Wang Weiwei & Tang Yincai - 487-520 Quantifying the extent of visit irregularity in longitudinal data
by Lokku Armend & Pullenayegum Eleanor M - 521-535 An improved method for analysis of interrupted time series (ITS) data: accounting for patient heterogeneity using weighted analysis
by Ewusie Joycelyne & Hamid Jemila S. & Beyene Joseph & Thabane Lehana & Straus Sharon E. - 537-551 A robust hazard ratio for general modeling of survival-times
by Martínez-Camblor Pablo & MacKenzie Todd A. & O’Malley A. James - 553-575 Penalized likelihood estimation of the proportional hazards model for survival data with interval censoring
by Ma Jun & Couturier Dominique-Laurent & Heritier Stephane & Marschner Ian C. - 577-592 A parametric approach to relaxing the independence assumption in relative survival analysis
by Adatorwovor Reuben & Latouche Aurelien & Fine Jason P. - 593-611 The number of response categories in ordered response models
by Iannario Maria & Scalera Pietro & Monti Anna Clara - 613-625 A comparison of joint dichotomization and single dichotomization of interacting variables to discriminate a disease outcome
by Nelson Sybil Prince & Ramakrishnan Viswanathan & Nietert Paul & Wolf Bethany & Kamen Diane & Ramos Paula - 627-675 Spike detection for calcium activity
by Biermé Hermine & Constant Camille & Duittoz Anne & Georgelin Christine
May 2022, Volume 18, Issue 1
- 1-17 Integrating additional knowledge into the estimation of graphical models
by Bu Yunqi & Lederer Johannes - 19-38 Asymptotic properties of the two one-sided t-tests – new insights and the Schuirmann-constant
by Palmes Christian & Bluhmki Erich & Bluhmki Tobias & Funke Benedikt - 39-56 Bayesian optimization design for finding a maximum tolerated dose combination in phase I clinical trials
by Takahashi Ami & Suzuki Taiji - 57-72 A Bayesian mixture model for changepoint estimation using ordinal predictors
by Roberts Emily & Zhao Lili - 73-82 Power prior for borrowing the real-world data in bioequivalence test with a parallel design
by Huang Lei & Su Liwen & Zheng Yuling & Chen Yuanyuan & Yan Fangrong - 83-108 Bayesian approaches to variable selection: a comparative study from practical perspectives
by Lu Zihang & Lou Wendy - 109-125 Bayesian adaptive design of early-phase clinical trials for precision medicine based on cancer biomarkers
by Yada Shinjo - 127-149 More than one way: exploring the capabilities of different estimation approaches to joint models for longitudinal and time-to-event outcomes
by Rappl Anja & Mayr Andreas & Waldmann Elisabeth - 151-171 Designing efficient randomized trials: power and sample size calculation when using semiparametric efficient estimators
by Schuler Alejandro - 173-182 Power formulas for mixed effects models with random slope and intercept comparing rate of change across groups
by Zhao Yu & Edland Steven D. - 183-202 The effect of data aggregation on dispersion estimates in count data models
by Errington Adam & Einbeck Jochen & Cumming Jonathan & Rössler Ute & Endesfelder David - 203-218 A zero-inflated non-negative matrix factorization for the deconvolution of mixed signals of biological data
by Kong Yixin & Kozik Ariangela & Nakatsu Cindy H. & Jones-Hall Yava L. & Chun Hyonho - 219-242 Multiple scaled symmetric distributions in allometric studies
by Punzo Antonio & Bagnato Luca - 243-262 Estimation of semi-Markov multi-state models: a comparison of the sojourn times and transition intensities approaches
by Asanjarani Azam & Liquet Benoit & Nazarathy Yoni - 263-277 Regularized bidimensional estimation of the hazard rate
by Goepp Vivien & Thalabard Jean-Christophe & Bouaziz Olivier & Nuel Grégory - 279-292 The effect of random-effects misspecification on classification accuracy
by El Saeiti Riham & García-Fiñana Marta & Hughes David M. - 293-306 The area under the generalized receiver-operating characteristic curve
by Martínez-Camblor Pablo & Pérez-Fernández Sonia & Díaz-Coto Susana
November 2021, Volume 17, Issue 2
- 177-190 Targeted design for adaptive clinical trials via semiparametric model
by Zhang Hongbin & Yuan Ao & Tan Ming T. - 191-221 Causal mediation analysis in presence of multiple mediators uncausally related
by Jérolon Allan & Birmelé Etienne & Alarcon Flora & Perduca Vittorio & Baglietto Laura - 223-240 Summarizing causal differences in survival curves in the presence of unmeasured confounding
by Martínez-Camblor Pablo & MacKenzie Todd A. & O’Malley A. James & Staiger Douglas O. & Goodney Phillip P. - 241-266 Bayesian information criterion approximations to Bayes factors for univariate and multivariate logistic regression models
by Selig Katharina & Ankerst Donna & Shaw Pamela - 267-282 Marginal quantile regression for longitudinal data analysis in the presence of time-dependent covariates
by Chen I-Chen & Westgate Philip M. - 283-293 Parametric models for combined failure time data from an incident cohort study and a prevalent cohort study with follow-up
by McVittie James & Wolfson David & Stephens David & Addona Vittorio & Buckeridge David - 295-315 Effects of covariates on alternating recurrent events in accelerated failure time models
by Chatterjee Moumita & Sen Roy Sugata - 317-329 Gradient boosting for linear mixed models
by Griesbach Colin & Waldmann Elisabeth & Säfken Benjamin - 331-348 A kernel- and optimal transport- based test of independence between covariates and right-censored lifetimes
by Rindt David & Sejdinovic Dino & Steinsaltz David
May 2021, Volume 17, Issue 1
- 1-5 The method of envelopes to concisely calculate semiparametric efficient scores under parametric restrictions
by Frangakis Constantine E. - 7-21 A machine learning-based approach for estimating and testing associations with multivariate outcomes
by Benkeser David & Mertens Andrew & Colford John M. & Hubbard Alan & van der Laan Mark J. & Arnold Benjamin F. & Stein Aryeh - 23-38 Shrinkage estimation applied to a semi-nonparametric regression model
by Zareamoghaddam Hossein & Provost Serge B. & Ahmed Syed E. - 39-53 Multivariate quasi-beta regression models for continuous bounded data
by Petterle Ricardo R. & Bonat Wagner H. & Scarpin Cassius T. & Jonasson Thaísa & Borba Victória Z. C. - 55-74 Integrative analysis with a system of semiparametric projection non-linear regression models
by Yuan Ao & Wu Tianmin & Fang Hong-Bin & Tan Ming T. - 75-97 Seemingly unrelated regression with measurement error: estimation via Markov Chain Monte Carlo and mean field variational Bayes approximation
by Bresson Georges & Chaturvedi Anoop & Rahman Mohammad Arshad & Shalabh - 99-115 Alternatives to the Kaplan–Meier estimator of progression-free survival
by Zhang Jenny J & Sun Zhuoxin & Yuan Han & Wang Molin - 117-137 Two-stage receiver operating-characteristic curve estimator for cohort studies
by Díaz-Coto Susana & Corral-Blanco Norberto Octavio & Martínez-Camblor Pablo - 139-152 Estimating the area under a receiver operating characteristic curve using partially ordered sets
by Zamanzade Ehsan & Wang Xinlei - 153-164 Modelling ethnic differences in the distribution of insulin resistance via Bayesian nonparametric processes: an application to the SABRE cohort study
by Molinari Marco & de Iorio Maria & Chaturvedi Nishi & Hughes Alun & Tillin Therese - 165-175 Co-localization analysis in fluorescence microscopy via maximum entropy copula
by Farsani Zahra Amini & Schmid Volker J.
November 2020, Volume 16, Issue 2
- 1 Derivation of Passing–Bablok regression from Kendall’s tau
by Dufey Florian - 1 An extended trivariate vine copula mixed model for meta-analysis of diagnostic studies in the presence of non-evaluable outcomes
by Nikoloulopoulos Aristidis K. - 1-10 Variable selection for high-dimensional quadratic Cox model with application to Alzheimer’s disease
by Li Cong & Sun Jianguo - 1-11 A Parametric Bootstrap for the Mean Measure of Divergence
by Zertuche F. & Meza-Peñaloza A. - 1-12 An iterative algorithm for joint covariate and random effect selection in mixed effects models
by Delattre Maud & Poursat Marie-Anne - 1-13 Super Learner for Survival Data Prediction
by Golmakani Marzieh K. & Polley Eric C. - 1-13 Direct effect and indirect effect on an outcome under nonlinear modeling
by Wang Kai - 1-14 GAMLSS for high-variability data: an application to liver fibrosis case
by Marletta Andrea & Sciandra Mariangela - 1-15 A Bayesian Framework for Robust Quantitative Trait Locus Mapping and Outlier Detection
by Mutshinda Crispin M. & Irwin Andrew J. & Sillanpää Mikko J. - 1-17 Model-based random forests for ordinal regression
by Buri Muriel & Hothorn Torsten - 1-21 Inference for the Analysis of Ordinal Data with Spatio-Temporal Models
by Peraza-Garay F. & Márquez-Urbina J. U. & González-Farías G. - 1-36 Nonparametric bootstrap inference for the targeted highly adaptive least absolute shrinkage and selection operator (LASSO) estimator
by Cai Weixin & van der Laan Mark
May 2020, Volume 16, Issue 1
- 1-10 Simple Quasi-Bayes Approach for Modeling Mean Medical Costs
by Yoon Grace & Jiang Wenxin & Liu Lei & Shih Ya-Chen Tina - 1-10 Simple Quasi-Bayes Approach for Modeling Mean Medical Costs
by Yoon Grace & Jiang Wenxin & Liu Lei & Shih Ya-Chen Tina - 1-11 Efficient Nonparametric Causal Inference with Missing Exposure Information
by Kennedy Edward H. - 1-11 Efficient Nonparametric Causal Inference with Missing Exposure Information
by Kennedy Edward H. - 1-12 Cell Line Classification Using Electric Cell-Substrate Impedance Sensing (ECIS)
by Gelsinger Megan L. & Matteson David S. & Tupper Laura L. - 1-12 Cell Line Classification Using Electric Cell-Substrate Impedance Sensing (ECIS)
by Gelsinger Megan L. & Matteson David S. & Tupper Laura L. - 1-14 Simultaneous Inference of Treatment Effect Modification by Intermediate Response Endpoint Principal Strata with Application to Vaccine Trials
by Zhuang Yingying & Huang Ying & Gilbert Peter B. - 1-15 Bayesian Two-Stage Adaptive Design in Bioequivalence
by Liu Shengjie & Gao Jun & Zheng Yuling & Huang Lei & Yan Fangrong - 1-15 Bayesian Two-Stage Adaptive Design in Bioequivalence
by Liu Shengjie & Gao Jun & Zheng Yuling & Huang Lei & Yan Fangrong - 1-16 On the Use of Optimal Transportation Theory to Recode Variables and Application to Database Merging
by Gares Valérie & Dimeglio Chloé & Guernec Grégory & Fantin Romain & Lepage Benoit & Kosorok Michael R. & Savy Nicolas - 1-16 On the Use of Optimal Transportation Theory to Recode Variables and Application to Database Merging
by Gares Valérie & Dimeglio Chloé & Guernec Grégory & Fantin Romain & Lepage Benoit & Kosorok Michael R. & Savy Nicolas - 1-17 Incorporating Contact Network Uncertainty in Individual Level Models of Infectious Disease using Approximate Bayesian Computation
by Almutiry Waleed & Deardon Rob - 1-17 Incorporating Contact Network Uncertainty in Individual Level Models of Infectious Disease using Approximate Bayesian Computation
by Almutiry Waleed & Deardon Rob - 1-18 Bayesian Detection of Piecewise Linear Trends in Replicated Time-Series with Application to Growth Data Modelling
by Papastamoulis Panagiotis & Furukawa Takanori & van Rhijn Norman & Bromley Michael & Bignell Elaine & Rattray Magnus - 1-18 Bayesian Autoregressive Frailty Models for Inference in Recurrent Events
by Tallarita Marta & De Iorio Maria & Guglielmi Alessandra & Malone-Lee James - 1-18 Bayesian Autoregressive Frailty Models for Inference in Recurrent Events
by Tallarita Marta & De Iorio Maria & Guglielmi Alessandra & Malone-Lee James - 1-18 Bayesian Detection of Piecewise Linear Trends in Replicated Time-Series with Application to Growth Data Modelling
by Papastamoulis Panagiotis & Furukawa Takanori & van Rhijn Norman & Bromley Michael & Bignell Elaine & Rattray Magnus - 1-26 Exploration of Heterogeneous Treatment Effects via Concave Fusion
by Ma Shujie & Zhang Zhiwei & Huang Jian & Liu Mingming - 1-26 Exploration of Heterogeneous Treatment Effects via Concave Fusion
by Ma Shujie & Zhang Zhiwei & Huang Jian & Liu Mingming
November 2019, Volume 15, Issue 2
- 1-2 Biostatistics in Africa 2019: A Special Issue of The International Journal of Biostatistics
by Chambaz A. & Hubbard A. & van der Laan M. J. & Luedtke A. R. - 1-10 Bayesian Nonparametrics and Biostatistics: The Case of PET Imaging
by Fall Mame Diarra - 1-11 Multinomial Logistic Model for Coinfection Diagnosis Between Arbovirus and Malaria in Kedougou
by Loum Mor Absa & Poursat Marie-Anne & Gassiat Elisabeth & Sow Abdourahmane & Sall Amadou Alpha & Loucoubar Cheikh - 1-12 Second Order Segmented Polynomials for Syphilis and Gonorrhea Prevalence and Incidence Trends Estimation: Application to Spectrum’s Guinea-Bissau and South Africa Data
by Guy Mahiane Severin & Pretorius Carel & Korenromp Eline - 1-15 Unfolding the Genome: The Case Study of P. falciparum
by Varoquaux Nelle - 1-17 Simulation Extrapolation Method for Cox Regression Model with a Mixture of Berkson and Classical Errors in the Covariates using Calibration Data
by Tapsoba Jean de Dieu & Chao Edward C. & Wang Ching-Yun - 1-19 Computationally Stable Estimation Procedure for the Multivariate Linear Mixed-Effect Model and Application to Malaria Public Health Problem
by Adjakossa Eric Houngla & Hounkonnou Norbert Mahouton & Nuel Grégory - 1-22 A Truncation Model for Estimating Species Richness
by François Koladjo Babagnidé & Ohannessian Mesrob I. & Gassiat Elisabeth - 1-27 Double Robust Efficient Estimators of Longitudinal Treatment Effects: Comparative Performance in Simulations and a Case Study
by Tran Linh & Yiannoutsos Constantin & Wools-Kaloustian Kara & Siika Abraham & van der Laan Mark & Petersen Maya - 1-39 A Law of Large Numbers in the Supremum Norm for a Multiscale Stochastic Spatial Gene Network
by Debussche Arnaud & Nguepedja Nankep Mac Jugal
May 2019, Volume 15, Issue 1
- 1-10 The Performance of Fixed-Horizon, Look-Ahead Procedures Compared to Backward Induction in Bayesian Adaptive-Randomization Decision-Theoretic Clinical Trial Design
by Lipsky Ari M. & Lewis Roger J. - 1-10 A Joint Poisson State-Space Modelling Approach to Analysis of Binomial Series with Random Cluster Sizes
by Yan Guohua & Ma Renjun & Tariqul Hasan M. - 1-11 Semiparametric Inference for Proportional Mean Past Life Model
by Mansourvar Z. & Asadi M. - 1-13 Significance Tests for Boosted Location and Scale Models with Linear Base-Learners
by Hepp Tobias & Schmid Matthias & Mayr Andreas - 1-15 Variational Inference for Coupled Hidden Markov Models Applied to the Joint Detection of Copy Number Variations
by Wang Xiaoqiang & Lebarbier Emilie & Aubert Julie & Robin Stéphane - 1-15 Double Poisson-Tweedie Regression Models
by Petterle Ricardo R. & Bonat Wagner H. & Kokonendji Célestin C. & Seganfredo Juliane C. & Moraes Atamai & da Silva Monica G. - 1-17 Hazard Ratio Estimators after Terminating Observation within Matched Pairs in Sibling and Propensity Score Matched Designs
by Shinozaki Tomohiro & Mansournia Mohammad Ali - 1-20 The Youden Index in the Generalized Receiver Operating Characteristic Curve Context
by Martínez-Camblor Pablo & Pardo-Fernández Juan Carlos - 1-24 Parametric Regression Analysis with Covariate Misclassification in Main Study/Validation Study Designs
by Yi Grace Y. & Yan Ying & Liao Xiaomei & Spiegelman Donna - 1-29 Estimating the Population Average Treatment Effect in Observational Studies with Choice-Based Sampling
by Zhang Zhiwei & Hu Zonghui & Liu Chunling
November 2018, Volume 14, Issue 2
- 1-10 A Serious Flaw in Nutrition Epidemiology: A Meta-Analysis Study
by Peace Karl E. & Yin JingJing & Rochani Haresh & Pandeya Sarbesh & Young Stanley - 1-11 Optimal and/or Efficient Two treatment Crossover Designs for Five Carryover Models
by Gondaliya Jigneshkumar & Divecha Jyoti - 1-15 Estimating Causal Effects from Nonparanormal Observational Data
by Mahdi Mahmoudi Seyed & Wit Ernst C. - 1-16 Maximum Likelihood Estimation in a Semicontinuous Survival Model with Covariates Subject to Detection Limits
by Bernhardt Paul W. - 1-18 A Spatio-Temporal Model and Inference Tools for Longitudinal Count Data on Multicolor Cell Growth
by Qiao PuXue & Mølck Christina & Hollande Frédéric & Ferrari Davide - 1-23 A Fast and Robust Way to Estimate Overlap of Niches, and Draw Inference
by Parkinson Judith H. & Kutil Raoul & Trutschnig Wolfgang & Bathke Arne C. & Kuppler Jonas & Junker Robert R. - 1-29 A New Class of Robust Two-Sample Wald-Type Tests
by Ghosh Abhik & Basu Ayanendranath & Martin Nirian & Pardo Leandro
May 2018, Volume 14, Issue 1
- 1-8 A Bayesian Framework for Estimating the Concordance Correlation Coefficient Using Skew-elliptical Distributions
by Feng Dai & Baumgartner Richard & Svetnik Vladimir - 1-12 Zero-inflated Conway-Maxwell Poisson Distribution to Analyze Discrete Data
by Sim Shin Zhu & Gupta Ramesh C. & Ong Seng Huat - 1-13 Notes on Test and Estimation in Comparison of Three Treatments under A Simple Carry-Over Three-Period Model
by Lui Kung-Jong - 1-15 Nonparametric Interval Estimators for the Coefficient of Variation
by Wang Dongliang & Formica Margaret K. & Liu Song - 1-19 Joint Models of Longitudinal and Time-to-Event Data with More Than One Event Time Outcome: A Review
by Hickey Graeme L. & Jorgensen Andrea & Kolamunnage-Dona Ruwanthi & Philipson Pete - 1-24 Marginal Structural Models with Counterfactual Effect Modifiers
by Zheng Wenjing & van der Laan Mark J & Luo Zhehui
November 2017, Volume 13, Issue 2
- 1-14 Generalized Confidence Intervals for Intra- and Inter-subject Coefficients of Variation in Linear Mixed-effects Models
by Forkman Johannes - 1-16 Kernel-Based Measure of Variable Importance for Genetic Association Studies
by Gallego Vicente & Luz Calle M. & Oller Ramon - 1-16 Modelling Mixed Types of Outcomes in Additive Genetic Models
by Hugo Bonat Wagner - 1-18 Estimation and Inference for the Mediation Proportion
by Nevo Daniel & Liao Xiaomei & Spiegelman Donna - 1-24 A Comparison of Methods for Estimating the Determinant of High-Dimensional Covariance Matrix
by Hu Zongliang & Dong Kai & Dai Wenlin & Tong Tiejun - 1-25 Adaptation of Chain Event Graphs for use with Case-Control Studies in Epidemiology
by Keeble Claire & Thwaites Peter Adam & Barber Stuart & Law Graham Richard & Baxter Paul David - 1-35 A Generally Efficient Targeted Minimum Loss Based Estimator based on the Highly Adaptive Lasso
by van der Laan Mark
May 2017, Volume 13, Issue 1
- 1-6 Big Data, Small Sample: Edgeworth Expansions Provide a Cautionary Tale
by Gerlovina Inna & van der Laan Mark J. & Hubbard Alan - 1-10 Group Tests for High-dimensional Failure Time Data with the Additive Hazards Models
by Jiang Dandan & Sun Jianguo - 1-11 A Theorem at the Core of Colliding Bias
by Shahar Doron J. & Shahar Eyal - 1-11 Characterizing Highly Benefited Patients in Randomized Clinical Trials
by Charu Vivek & Frangakis Constantine E. & Rosenberg Paul B. & Shade David & Lyketsos Constantine G. & Schneider Lon S. & Drye Lea T. & Rein Lisa - 1-12 Testing Equality of Treatments under an Incomplete Block Crossover Design with Ordinal Responses
by Lui Kung-Jong - 1-15 On Stratified Adjusted Tests by Binomial Trials
by Shimokawa Asanao & Miyaoka Etsuo - 1-16 Median Analysis of Repeated Measures Associated with Recurrent Events in Presence of Terminal Event
by Sundaram Rajeshwari & Ma Ling & Ghoshal Subhashis - 1-16 Improvement Screening for Ultra-High Dimensional Data with Censored Survival Outcomes and Varying Coefficients
by Yue Mu & Li Jialiang - 1-19 On the Conditional Power in Survival Time Analysis Considering Cure Fractions
by Kuehnapfel Andreas & Schwarzenberger Fabian & Scholz Markus - 1-20 Empirical Likelihood in Nonignorable Covariate-Missing Data Problems
by Xie Yanmei & Zhang Biao - 1-20 Comparing Four Methods for Estimating Tree-Based Treatment Regimes
by Sies Aniek & Van Mechelen Iven - 1-23 Bayesian Variable Selection Methods for Matched Case-Control Studies
by Asafu-Adjei Josephine & Tadesse Mahlet G. & Coull Brent & Balasubramanian Raji & Lev Michael & Schwamm Lee & Betensky Rebecca - 1-24 Parameter Estimation of a Two-Colored Urn Model Class
by Chloé Le Goff Line & Soulier Philippe - 1-24 A Quantitative Concordance Measure for Comparing and Combining Treatment Selection Markers
by Zhang Zhiwei & Ma Shujie & Nie Lei & Soon Guoxing - 1-31 Combinatorial Mixtures of Multiparameter Distributions: An Application to Bivariate Data
by Edefonti Valeria & Parmigiani Giovanni
November 2016, Volume 12, Issue 2
- 1-8 Sample Size for Assessing Agreement between Two Methods of Measurement by Bland−Altman Method
by Lu Meng-Jie & Zhong Wei-Hua & Liu Yu-Xiu & Miao Hua-Zhang & Li Yong-Chang & Ji Mu-Huo - 1-9 Using Relative Statistics and Approximate Disease Prevalence to Compare Screening Tests
by Samuelson Frank & Abbey Craig - 1-10 Testing Equality in Ordinal Data with Repeated Measurements: A Model-Free Approach
by Lui Kung-Jong - 1-11 Mendelian Randomization using Public Data from Genetic Consortia
by Thompson John R. & Minelli Cosetta & Del Greco M Fabiola - 1-11 Joint Model for Mortality and Hospitalization
by Chen Yuqi & Wang Yuedong & Guo Wensheng & Kotanko Peter & Usvyat Len - 1-12 Effect Estimation in Point-Exposure Studies with Binary Outcomes and High-Dimensional Covariate Data – A Comparison of Targeted Maximum Likelihood Estimation and Inverse Probability of Treatment Weighting
by Pang Menglan & Filion Kristian B. & Eberg Maria & Schuster Tibor & Schnitzer Mireille E. & Platt Robert W. - 1-12 Multiple Comparisons Using Composite Likelihood in Clustered Data
by Azadbakhsh Mahdis & Gao Xin & Jankowski Hanna - 1-13 Multi-locus Test and Correction for Confounding Effects in Genome-Wide Association Studies
by Chen Donglai & Liu Chuanhai & Xie Jun - 1-17 Adaptive Design for Staggered-Start Clinical Trial
by Yuan Ao & Tan Ming T. & Li Qizhai & Xiong Ming - 1-18 A Comparison of Some Approximate Confidence Intervals for a Single Proportion for Clustered Binary Outcome Data
by Saha Krishna K. & Miller Daniel & Wang Suojin - 1-18 Semiparametric Regression Estimation for Recurrent Event Data with Errors in Covariates under Informative Censoring
by Yu Hsiang & Cheng Yu-Jen & Wang Ching-Yun - 1-19 Effect of Smoothing in Generalized Linear Mixed Models on the Estimation of Covariance Parameters for Longitudinal Data
by Mullah Muhammad Abu Shadeque & Benedetti Andrea - 1-21 A Binomial Integer-Valued ARCH Model
by Ristić Miroslav M. & Janjić Ana D. & Weiß Christian H. - 1-21 Tree Based Method for Aggregate Survival Data Modeling
by Shimokawa Asanao & Miyaoka Etsuo & Narita Yoshitaka & Shibui Soichiro
May 2016, Volume 12, Issue 1
- 1-1 Special Issue on Data-Adaptive Statistical Inference
by Chambaz Antoine & Hubbard Alan & van der Laan Mark J. - 3-19 Statistical Inference for Data Adaptive Target Parameters
by Hubbard Alan E. & Kherad-Pajouh Sara & van der Laan Mark J. - 21-29 Evaluations of the Optimal Discovery Procedure for Multiple Testing
by Rubin Daniel B. - 31-44 Addressing Confounding in Predictive Models with an Application to Neuroimaging
by Linn Kristin A. & Shinohara Russell T. & Gaonkar Bilwaj & Doshi Jimit & Davatzikos Christos - 45-63 Model-Based Recursive Partitioning for Subgroup Analyses
by Seibold Heidi & Hothorn Torsten & Zeileis Achim - 65-77 The Orthogonally Partitioned EM Algorithm: Extending the EM Algorithm for Algorithmic Stability and Bias Correction Due to Imperfect Data
by Regier Michael D. & Moodie Erica E. M. - 79-95 A Sequential Rejection Testing Method for High-Dimensional Regression with Correlated Variables
by Mandozzi Jacopo & Bühlmann Peter - 97-115 Variable Selection for Confounder Control, Flexible Modeling and Collaborative Targeted Minimum Loss-Based Estimation in Causal Inference
by Schnitzer Mireille E. & Lok Judith J. & Gruber Susan - 117-129 Testing the Relative Performance of Data Adaptive Prediction Algorithms: A Generalized Test of Conditional Risk Differences
by Goldstein Benjamin A. & Polley Eric C. & Briggs Farren B. S. & van der Laan Mark J. & Hubbard Alan - 131-155 A Case Study of the Impact of Data-Adaptive Versus Model-Based Estimation of the Propensity Scores on Causal Inferences from Three Inverse Probability Weighting Estimators
by Neugebauer Romain & Schmittdiel Julie A. & van der Laan Mark J. - 157-177 Influence Re-weighted G-Estimation
by Rich Benjamin & Moodie Erica E. M. & A. Stephens David - 179-201 Optimal Spatial Prediction Using Ensemble Machine Learning
by Davies Molly Margaret & van der Laan Mark J. - 203-218 AUC-Maximizing Ensembles through Metalearning
by LeDell Erin & van der Laan Mark J. & Peterson Maya - 219-232 Selection Bias When Using Instrumental Variable Methods to Compare Two Treatments But More Than Two Treatments Are Available
by Ertefaie Ashkan & Small Dylan & Flory James & Hennessy Sean - 233-252 Doubly Robust and Efficient Estimation of Marginal Structural Models for the Hazard Function
by Zheng Wenjing & Petersen Maya & van der Laan Mark J. - 253-282 Data-Adaptive Bias-Reduced Doubly Robust Estimation
by Vermeulen Karel & Vansteelandt Stijn - 283-303 Optimal Individualized Treatments in Resource-Limited Settings
by Luedtke Alexander R. & van der Laan Mark J. - 305-332 Super-Learning of an Optimal Dynamic Treatment Rule
by Luedtke Alexander R. & van der Laan Mark J. - 333-349 Second-Order Inference for the Mean of a Variable Missing at Random
by Díaz Iván & Carone Marco & van der Laan Mark J. - 351-378 One-Step Targeted Minimum Loss-based Estimation Based on Universal Least Favorable One-Dimensional Submodels
by van der Laan Mark & Gruber Susan
November 2015, Volume 11, Issue 2
- 189-201 Use of Depth Measure for Multivariate Functional Data in Disease Prediction: An Application to Electrocardiograph Signals
by Tarabelloni Nicholas & Biasi Rachele & Maria Paganoni Anna & Ieva Francesca - 203-222 Structural Nested Mean Models to Estimate the Effects of Time-Varying Treatments on Clustered Outcomes
by He Jiwei & Stephens-Shields Alisa & Joffe Marshall - 223-232 A post-hoc Unweighted Analysis of Counter-Matched Case-Control Data
by Rakovski Cyril & Langholz Bryan - 233-251 Targeted Maximum Likelihood Estimation using Exponential Families
by Díaz Iván & Rosenblum Michael - 253-271 Multiple-Objective Optimal Designs for Studying the Dose Response Function and Interesting Dose Levels
by Hyun Seung Won & Wong Weng Kee - 273-284 A Semiparametric Bayesian Approach for Analyzing Longitudinal Data from Multiple Related Groups
by Das Kiranmoy & Afriyie Prince & Spirko Lauren - 285-303 Functional and Parametric Estimation in a Semi- and Nonparametric Model with Application to Mass-Spectrometry Data
by Ma Weiping & Feng Yang & Ying Zhiliang & Chen Kani
May 2015, Volume 11, Issue 1
- 1-22 Within-Subject Mediation Analysis in AB/BA Crossover Designs
by Josephy Haeike & Loeys Tom & Vansteelandt Stijn & Vanderhasselt Marie-Anne - 23-50 Conditional Transformation Models for Survivor Function Estimation
by Möst Lisa & Hothorn Torsten - 51-67 A Universal Approximate Cross-Validation Criterion for Regular Risk Functions
by Commenges Daniel & Proust-Lima Cécile & Samieri Cécilia & Liquet Benoit - 69-89 Double Bias: Estimation of Causal Effects from Length-Biased Samples in the Presence of Confounding
by Ertefaie Ashkan & Asgharian Masoud & Stephens David A. - 91-108 Flexible Regression Models for Rate Differences, Risk Differences and Relative Risks
by Donoghoe Mark W. & Marschner Ian C. - 109-124 Nearest-Neighbor Estimation for ROC Analysis under Verification Bias
by Adimari Gianfranco & Chiogna Monica - 125-133 Quantifying an Agreement Study
by Liao Jason J. Z. - 135-149 Robust Bayesian Sensitivity Analysis for Case–Control Studies with Uncertain Exposure Misclassification Probabilities
by Mak Timothy Shin Heng & Best Nicky & Rushton Lesley - 151-173 A Semi-stationary Copula Model Approach for Bivariate Survival Data with Interval Sampling
by Zhu Hong & Wang Mei-Cheng - 175-188 Comparison of Splitting Methods on Survival Tree
by Shimokawa Asanao & Kawasaki Yohei & Miyaoka Etsuo
November 2014, Volume 10, Issue 2
- 1-10 Classification in Postural Style Based on Stochastic Process Modeling
by Denis Christophe - 1-10 A Comparison of Exact Tests for Trend with Binary Endpoints Using Bartholomew’s Statistic
by Consiglio J. D. & Wilding G. E. & Shan G. - 1-11 Improving Dietary Exposure Models by Imputing Biomonitoring Data through ABC Methods
by Béchaux Camille & Crépet Amélie & Clémençon Stéphan - 1-12 Optimal Design Strategies for Sibling Studies with Binary Exposures
by Li Zhigang & McKeague Ian W. & Lumey Lambert H. - 1-14 Multiple Curve Comparisons with an Application to the Formation of the Dorsal Funiculus of Mutant Mice
by Herberich Esther & Hassler Christine & Hothorn Torsten - 1-16 Fuzzy Set Regression Method to Evaluate the Heterogeneity of Misclassifications in Disease Screening with Interval-Scaled Variables: Application to Osteoporosis (KCIS No. 26)
by Chen Li-Sheng & Yen Ming-Fang & Chiu Yueh-Hsia & Chen Hsiu-Hsi - 1-19 Semiparametric Odds Rate Model for Modeling Short-Term and Long-Term Effects with Application to a Breast Cancer Genetic Study
by Yuan Mengdie & Diao Guoqing - 1-19 Estimation of a Predictor’s Importance by Random Forests When There Is Missing Data: RISK Prediction in Liver Surgery using Laboratory Data
by Hapfelmeier Alexander & Ulm Kurt & Hothorn Torsten & Riediger Carina