Masahiko Gosho

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All published works

Action	Title	Year	Authors
+	Accurate inference methods based on the estimating equation theory for the modified Poisson and least-squares regressions	2025	Hisashi Noma Masahiko Gosho
+ PDF Chat	Nonparametric Bayesian approach for dynamic borrowing of historical control data	2024	Tomohiro Ohigashi Kazushi Maruo Takashi Sozu Masahiko Gosho
+ PDF Chat	Potential Bias Models With Bayesian Shrinkage Priors for Dynamic Borrowing of Multiple Historical Control Data	2024	Tomohiro Ohigashi Kazushi Maruo Takashi Sozu Ryo Sawamoto Masahiko Gosho
+ PDF Chat	geessbin: an R package for analyzing small-sample binary data using modified generalized estimating equations with bias-adjusted covariance estimators	2024	Ryota Ishii Tomohiro Ohigashi Kazushi Maruo Masahiko Gosho
+ PDF Chat	Determining the prior mean in Bayesian logistic regression with sparse data: a nonarbitrary approach	2024	Masahiko Gosho Ryota Ishii Kengo Nagashima Hisashi Noma Kazushi Maruo
+	Small sample adjustment for inference without assuming orthogonality in a mixed model for repeated measures analysis	2024	Kazushi Maruo Ryota Ishii Yusuke Yamaguchi Tomohiro Ohigashi Masahiko Gosho
+	Firth‐Type Penalized Methods of the Modified Poisson and Least‐Squares Regression Analyses for Binary Outcomes	2024	Satoshi Uno Hisashi Noma Masahiko Gosho
+ PDF Chat	Multivariate generalized mixed-effects models for screening multiple adverse drug reactions in spontaneous reporting systems	2024	Masahiko Gosho Ryota Ishii Tomohiro Ohigashi Kazushi Maruo
+	Kenward‐Roger–type corrections for inference methods of network meta‐analysis and meta‐regression	2023	Hisashi Noma Yasuyuki Hamura Masahiko Gosho Toshi A. Furukawa
+	A comparison of bias‐adjusted generalized estimating equations for sparse binary data in small‐sample longitudinal studies	2023	Masahiko Gosho Ryota Ishii Hisashi Noma Kazushi Maruo
+	Statistical tests for two‐stage adaptive seamless design using short‐ and long‐term binary outcomes	2022	Kenichi Takahashi Ryota Ishii Kazushi Maruo Masahiko Gosho
+ PDF Chat	Finite-sample performance of the robust variance estimator in the presence of missing data	2022	Ryota Ishii Kazushi Maruo Masaaki Doi Masahiko Gosho
+	Using horseshoe prior for incorporating multiple historical control data in randomized controlled trials	2022	Tomohiro Ohigashi Kazushi Maruo Takashi Sozu Masahiko Gosho
+ PDF Chat	Publisher Correction: “Bias in odds ratios from logistic regression methods with sparse data sets”	2022	Masahiko Gosho Tomohiro Ohigashi Kengo Nagashima Yuri Ito Kazushi Maruo
+ PDF Chat	Statistical methods for seamless phase II/III design	2022	Kenichi Takahashi Ryota Ishii Kazushi Maruo Masahiko Gosho
+ PDF Chat	Bias in Odds Ratios From Logistic Regression Methods With Sparse Data Sets	2021	Masahiko Gosho Tomohiro Ohigashi Kengo Nagashima Yuri Ito Kazushi Maruo
+	Effect of Covariate Omission in Randomised Controlled Trials: A Review and Simulation Study	2021	Ryota Ishii Kazushi Maruo Masahiko Gosho
+	Practical Review and Comparison of Modified Covariance Estimators for Linear Mixed Models in Small‐sample Longitudinal Studies with Missing Data	2021	Masahiko Gosho Hisashi Noma Kazushi Maruo
+	Methods for detecting outlying regions and influence diagnosis in multi-regional clinical trials	2021	Makoto Aoki Hisashi Noma Masahiko Gosho
+ PDF Chat	Sample size calculations for single‐arm survival studies using transformations of the Kaplan–Meier estimator	2020	Kengo Nagashima Hisashi Noma Yasunori Sato Masahiko Gosho
+ PDF Chat	Outlier detection and influence diagnostics in network meta‐analysis	2020	Hisashi Noma Masahiko Gosho Ryota Ishii Koji Oba Toshi A. Furukawa
+	An application of the mixed‐effects model and pattern mixture model to treatment groups with differential missingness suspected not‐missing‐at‐random	2020	Masahiko Gosho Kazushi Maruo
+ PDF Chat	Assessment of Hazard Ratios in Oncology Clinical Trials Terminated Early for Superiority	2020	Masashi Shimura Shogo Nomura Masashi Wakabayashi Kazushi Maruo Masahiko Gosho
+	Borrowing external information to improve Bayesian confidence propagation neural network	2020	Keisuke Tada Kazushi Maruo Naoki Isogawa Yusuke Yamaguchi Masahiko Gosho
+ PDF Chat	Statistical Inference Based on Accelerated Failure Time Models Under Model Misspecification and Small Samples	2020	Ryota Ishii Kazushi Maruo Hisashi Noma Masahiko Gosho
+ PDF Chat	A note on the bias of standard errors when orthogonality of mean and variance parameters is not satisfied in the mixed model for repeated measures analysis	2020	Kazushi Maruo Ryota Ishii Yusuke Yamaguchi Masaaki Doi Masahiko Gosho
+ PDF Chat	Multiple imputation for longitudinal data in the presence of heteroscedasticity between treatment groups	2019	Yusuke Yamaguchi Mai Ueno Kazushi Maruo Masahiko Gosho
+ PDF Chat	Improved Small Sample Inference Methods for a Mixed-Effects Model for Repeated Measures Approach in Incomplete Longitudinal Data Analysis	2019	Yoshifumi Ukyo Hisashi Noma Kazushi Maruo Masahiko Gosho
+ PDF Chat	Efficient two-step multivariate random effects meta-analysis of individual participant data for longitudinal clinical trials using mixed effects models	2019	Hisashi Noma Kazushi Maruo Masahiko Gosho Stephen Z. Levine Yair Goldberg Stefan Leucht Toshi A. Furukawa
+ PDF Chat	SignalDetDDI: An SAS macro for detecting adverse drug-drug interactions in spontaneous reporting systems	2018	Masahiko Gosho Tomohiro Ohigashi Kazushi Maruo
+ PDF Chat	Effect of heteroscedasticity between treatment groups on mixed‐effects models for repeated measures	2018	Masahiko Gosho Kazushi Maruo
+	Conditional estimation using prior information in 2‐stage group sequential designs assuming asymptotic normality when the trial terminated early	2018	Masashi Shimura Kazushi Maruo Masahiko Gosho
+	Bartlett‐type corrections and bootstrap adjustments of likelihood‐based inference methods for network meta‐analysis	2017	Hisashi Noma Kengo Nagashima Kazushi Maruo Masahiko Gosho Toshi A. Furukawa
+	Practical characteristics of adaptive design in phase 2 and 3 clinical trials	2017	Akira Sato Masashi Shimura Masahiko Gosho
+	Reply to: Increased risk of thromboembolic events in adult congenital heart disease patients with atrial tachyarrhythmias: Bias due to the data sparsity	2017	Keita Masuda Tomoko Ishizu Masahiko Gosho Kazutaka Aonuma
+	Trends in study design and the statistical methods employed in a leading general medicine journal	2017	Masahiko Gosho Yasunori Sato Kengo Nagashima Sho Takahashi
+ PDF Chat	An Efficient Procedure for Calculating Sample Size Through Statistical Simulations	2017	Kazushi Maruo Keisuke Tada Ryota Ishii Masahiko Gosho
+	Interpretable inference on the mixed effect model with the Box-Cox transformation	2017	Kazushi Maruo Yusuke Yamaguchi Hisashi Noma Masahiko Gosho
+	Utilization of chi-square statistics for screening adverse drug-drug interactions in spontaneous reporting systems	2017	Masahiko Gosho Kazushi Maruo Keisuke Tada Akihiro Hirakawa
+	Comparison of conditional bias-adjusted estimators for interim analysis in clinical trials with survival data	2017	Masashi Shimura Masahiko Gosho Akihiro Hirakawa
+	Explanation of the National Research Council Report “The Prevention and Treatment of Missing Data in Clinical Trials”: Focus on Prevention	2017	Kazushi Maruo Masahiko Gosho
+	Mixed-effects Models for Repeated Measures in Longitudinal Data Analysis: An Introduction to Methodology, Theory, and Applications	2017	Masahiko Gosho Kazushi Maruo
+	Analysis of an incomplete longitudinal composite variable using a marginalized random effects model and multiple imputation	2016	Masahiko Gosho Kazushi Maruo Ryota Ishii Akihiro Hirakawa
+	Effect of design specifications in dose‐finding trials for combination therapies in oncology	2016	Akihiro Hirakawa Hiroyuki Sato Masahiko Gosho
+	Model selection in the weighted generalized estimating equations for longitudinal data with dropout	2015	Masahiko Gosho
+	Comparison of bias-corrected covariance estimators for MMRM analysis in longitudinal data with dropouts	2015	Masahiko Gosho Akihiro Hirakawa Hisashi Noma Kazushi Maruo Yasunori Sato
+	Non-inferiority margins employed in clinical trials in Japan	2015	Masahiko Gosho
+	Inference of median difference based on the Box–Cox model in randomized clinical trials	2015	Kazushi Maruo Naoki Isogawa Masahiko Gosho
+	Introduction to Biostatistics in Clinical Research	2015	Yasunori Sato Masahiko Gosho
+	Effect of covariate omission in Weibull accelerated failure time model: A caution	2014	Masahiko Gosho Kazushi Maruo Yasunori Sato
+ PDF Chat	Robust Covariance Estimator for Small-Sample Adjustment in the Generalized Estimating Equations: A Simulation Study	2014	Masahiko Gosho Yasunori Sato Hisao Takeuchi
+	Criteria to Select a Working Correlation Structure for the Generalized Estimating Equations Method in<i>SAS</i>	2014	Masahiko Gosho
+	Selection of Working Correlation Structure in Weighted Generalized Estimating Equation Method for Incomplete Longitudinal Data	2013	Masahiko Gosho Chikuma Hamada Isao Yoshimura
+ PDF Chat	Study Designs and Statistical Analyses for Biomarker Research	2012	Masahiko Gosho Kengo Nagashima Yasunori Sato
+	Criterion for the Selection of a Working Correlation Structure in the Generalized Estimating Equation Approach for Longitudinal Balanced Data	2011	Masahiko Gosho Chikuma Hamada Isao Yoshimura
+ PDF Chat	Modifications of QIC and CIC for Selecting a Working Correlation Structure in the Generalized Estimating Equation Method	2011	Masahiko Gosho Chikuma Hamada Isao Yoshimura

Common Coauthors

Coauthor	Papers Together
Kazushi Maruo	36
Hisashi Noma	15
Ryota Ishii	14
Tomohiro Ohigashi	9
Kengo Nagashima	7
Yasunori Sato	7
Yusuke Yamaguchi	5
Toshi A. Furukawa	4
Akihiro Hirakawa	4
Masashi Shimura	4
Takashi Sozu	3
Isao Yoshimura	3
Keisuke Tada	3
Chikuma Hamada	3
Kenichi Takahashi	2
Naoki Isogawa	2
Yuri Ito	2
Masaaki Doi	2
Stephen Z. Levine	1
Ryo Sawamoto	1
Mai Ueno	1
Keita Masuda	1
Stefan Leucht	1
Koji Oba	1
Yair Goldberg	1
Hiroyuki Sato	1
Akihiro Hirakawa	1
Yoshifumi Ukyo	1
Akira Sato	1
Sho Takahashi	1
Masashi Wakabayashi	1
Satoshi Uno	1
Shogo Nomura	1
Kazutaka Aonuma	1
Tomoko Ishizu	1
Makoto Aoki	1
Hisao Takeuchi	1
Yasuyuki Hamura	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Longitudinal data analysis using generalized linear models	1986	Kung‐Yee Liang Scott L. Zeger	13
+	Comparison of bias-corrected covariance estimators for MMRM analysis in longitudinal data with dropouts	2015	Masahiko Gosho Akihiro Hirakawa Hisashi Noma Kazushi Maruo Yasunori Sato	13
+	A Covariance Estimator for GEE with Improved Small‐Sample Properties	2001	Lloyd Mancl Timothy A. DeRouen	12
+	Applied Longitudinal Analysis	2011	Garrett M. Fitzmaurice Nan M. Laird James H. Ware	12
+	A Note on the Efficiency of Sandwich Covariance Matrix Estimation	2001	Göran Kauermann Raymond J. Carroll	11
+	Small Sample Inference for Fixed Effects from Restricted Maximum Likelihood	1997	Michael G. Kenward James Roger	9
+	ACCOUNTING FOR DROPOUT BIAS USING MIXED-EFFECTS MODELS	2001	Craig Mallinckrodt W. Scott Clark S.R. David	9
+	Inference and missing data	1976	Donald B. Rubin	8
+ PDF Chat	The Prevention and Treatment of Missing Data in Clinical Trials	2012	Roderick J. A. Little Ralph B. D’Agostino Michael L. Cohen Kay Dickersin Scott S. Emerson John T. Farrar Constantine Frangakis Joseph W. Hogan Geert Molenberghs Susan A. Murphy	8
+ PDF Chat	MMRM vs. LOCF: A Comprehensive Comparison Based on Simulation Study and 25 NDA Datasets	2009	Ohidul Siddiqui Hung Hung Robert T. O’Neill	7
+	Recommendations for the Primary Analysis of Continuous Endpoints in Longitudinal Clinical Trials	2008	Craig Mallinckrodt P. W. Lane Dan Schnell Yahong Peng James P. Mancuso	7
+	Choice of the primary analysis in longitudinal clinical trials	2004	Craig Mallinckrodt John G. Watkin Geert Molenberghs Raymond J. Carroll	6
+	A Comparison of Two Bias-Corrected Covariance Estimators for Generalized Estimating Equations	2007	Bing Lü John S. Preisser Bahjat F. Qaqish Chirayath Suchindran Shrikant I. Bangdiwala Mark Wolfson	6
+ PDF Chat	The Prevention and Treatment of Missing Data in Clinical Trials	2010	National Research Council	6
+	Bartlett‐type corrections and bootstrap adjustments of likelihood‐based inference methods for network meta‐analysis	2017	Hisashi Noma Kengo Nagashima Kazushi Maruo Masahiko Gosho Toshi A. Furukawa	6
+	Preventing and Treating Missing Data in Longitudinal Clinical Trials	2013	Craig Mallinckrodt	6
+	The effect of correlation structure on treatment contrasts estimated from incomplete clinical trial data with likelihood-based repeated measures compared with last observation carried forward ANOVA	2004	Craig Mallinckrodt Christopher Kaiser John G. Watkin Geert Molenberghs Raymond J. Carroll	6
+	Clinical Trials with Missing Data	2014	Michael O’Kelly Bohdana Ratitch	5
+	Small Sample Correction for the Variance of GEE Estimators	2003	Jorge G. Morel Maxime C. Bokossa Nagaraj K. Neerchal	5
+ PDF Chat	Small-Sample Adjustments for Wald-Type Tests Using Sandwich Estimators	2001	Michael P. Fay Barry I. Graubard	5
+	Akaike's Information Criterion in Generalized Estimating Equations	2001	Wei Pan	5
+	Specification of covariance structure in longitudinal data analysis for randomized clinical trials	2009	Kaifeng Lu Devan V. Mehrotra	5
+	The impact of missing data and how it is handled on the rate of false‐positive results in drug development	2007	Sunni A. Barnes Craig Mallinckrodt Stacy Lindborg M. Kallin Carter	5
+	A Caveat Concerning Independence Estimating Equations with Multivariate Binary Data	1995	Garrett M. Fitzmaurice	5
+	On the robust variance estimator in generalised estimating equations	2001	Wei Pan	5
+ PDF Chat	Effect of heteroscedasticity between treatment groups on mixed‐effects models for repeated measures	2018	Masahiko Gosho Kazushi Maruo	5
+	Bias reduction of maximum likelihood estimates	1993	David Firth	4
+	Network Meta-analysis	2015	Ian R. White	4
+	Maximum Likelihood Estimation of Misspecified Models	1982	Halbert White	4
+	Small-sample adjustments to tests with unbalanced repeated measures assuming several covariance structures	1990	Mark Schluchter Janet T. Elashoff	4
+ PDF Chat	Handbook of Missing Data Methodology	2014	Geert Molenberghs Garrett M. Fitzmaurice M. G. Kenward Anastasios A. Tsiatis Geert Verbeke	4
+	Practical Review and Comparison of Modified Covariance Estimators for Linear Mixed Models in Small‐sample Longitudinal Studies with Missing Data	2021	Masahiko Gosho Hisashi Noma Kazushi Maruo	4
+	Discrete sequential boundaries for clinical trials	1983	K. K. Gordon Lan David L. DeMets	4
+	Efficiency of Regression Estimates for Clustered Data	1996	Lloyd Mancl Brian G. Leroux	4
+ PDF Chat	Sparse data bias: a problem hiding in plain sight	2016	Sander Greenland Mohammad Alì Mansournia Douglas G. Altman	4
+	A Multiple Testing Procedure for Clinical Trials	1979	Peter C. O’Brien Thomas R. Fleming	4
+ PDF Chat	Performance of weighted estimating equations for longitudinal binary data with drop‐outs missing at random	2002	John S. Preisser Kurt K. Lohman Paul J. Rathouz	4
+	On the Accuracy of Efficiency of Estimating Equation Approach	2000	Brajendra C. Sutradhar Kalyan Das	4
+	A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity	1980	Halbert White	4
+ PDF Chat	Linear Mixed Models for Longitudinal Data	1997	Geert Verbeke	4
+	Evaluation of networks of randomized trials	2007	Georgia Salanti Julian P. T. Higgins A. E. Ades John P. A. Ioannidis	4
+	Working‐correlation‐structure identification in generalized estimating equations	2008	Lin‐Yee Hin You‐Gan Wang	4
+	A family of multivariate binary distributions for simulating correlated binary variables with specified marginal means and correlations	2003	Bahjat F. Qaqish	4
+	A Comparison of Methods for Adaptive Treatment Selection	2008	Tim Friede Nigel Stallard	3
+	Random-Effects Models for Longitudinal Data	1982	Nan M. Laird James H. Ware	3
+	An Analysis of Transformations	1964	George E. P. Box David R. Cox	3
+	Bootstrap Bartlett Adjustment in Seemingly Unrelated Regression	1989	David M. Rocke	3
+	Adaptive Dunnett tests for treatment selection	2007	Franz Koenig Werner Brannath Frank Bretz Martin Posch	3
+	An Introduction to the Bootstrap	1994	Bradley Efron Robert Tibshirani	3
+	Type I error rates from likelihood-based repeated measures analyses of incomplete longitudinal data	2004	Craig Mallinckrodt Christopher Kaiser John G. Watkin Michael J. Detke Geert Molenberghs Raymond J. Carroll	3