Mariya Shiyko

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All published works

Action	Title	Year	Authors
+	Functional Regression for Irregularly Timed Data [R package funreg version 1.2.2]	2021	John J. Dziak Mariya Shiyko
+	Unpacking Adherence and Engagement in Pervasive Health Games	2021	Magy Seif El‐Nasr Shree Durga Mariya Shiyko Carmen Sceppa
+ PDF Chat	Investigating behavior change indicators and cognitive measures in persuasive health games	2021	S. Durga Skyler Hallinan Magy Seif El‐Nasr Mariya Shiyko Carmen Sceppa
+	Investigating behavior change indicators and cognitive measures in persuasive health games	2021	Shree Subramanian Sean Hallinan Magy Seif El‐Nasr Mariya Shiyko Carmen Sceppa
+	Unpacking Adherence and Engagement in Pervasive Health Games	2021	Magy Seif El‐Nasr Shree Durga Mariya Shiyko Carmen Sceppa
+	Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data: Interpretability for applied scientists	2019	John J. Dziak Donna L. Coffman Matthew Reimherr Justin Petrovich Runze Li Saul Shiffman Mariya Shiyko
+ PDF Chat	Bayesian Latent Class Analysis Tutorial	2018	Yuelin Li Jennifer Lord‐Bessen Mariya Shiyko Rebecca Loeb
+	Modeling intensive longitudinal data with mixtures of nonparametric trajectories and time-varying effects.	2015	John J. Dziak Runze Li Xianming Tan Saul Shiffman Mariya Shiyko
+	Unpacking Adherence and Engagement in Persuasive Health Games.	2015	Magy Seif El‐Nasr Shree Durga Mariya Shiyko Carmen Sceppa
+	funreg: Functional Regression for Irregularly Timed Data	2014	John J. Dziak Mariya Shiyko
+ PDF Chat	Poisson Growth Mixture Modeling of Intensive Longitudinal Data: An Application to Smoking Cessation Behavior	2012	Mariya Shiyko Yuelin Li David Rindskopf
+ PDF Chat	A time-varying effect model for intensive longitudinal data.	2011	Xianming Tan Mariya Shiyko Runze Li Yuelin Li Lisa Dierker
+	Intensive longitudinal data and model with varying effects	2010	Xianming Tan Mariya Shiyko Runze Li Yujun Li L. D. Dierker
+	Measures of Dispersion, Skewness and Kurtosis	2010	David Rindskopf Mariya Shiyko
+	Comparing mathematics interventions: Does initial level of fluency predict intervention effectiveness?	2007	Robin S. Codding Mariya Shiyko Maria Grazia Russo Sarah Birch Erica Fanning Deborah Jaspen

Common Coauthors

Coauthor	Papers Together
Carmen Sceppa	5
Magy Seif El‐Nasr	5
John J. Dziak	4
Runze Li	4
Shree Durga	3
Xianming Tan	3
Yuelin Li	3
David Rindskopf	2
Saul Shiffman	2
Matthew Reimherr	1
Erica Fanning	1
Shree Subramanian	1
Rebecca Loeb	1
Robin S. Codding	1
Lisa Dierker	1
Jennifer Lord‐Bessen	1
Donna L. Coffman	1
Skyler Hallinan	1
Sean Hallinan	1
Justin Petrovich	1
Yujun Li	1
Deborah Jaspen	1
Sarah Birch	1
L. D. Dierker	1
Maria Grazia Russo	1
S. Durga	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Strategies for analyzing ecological momentary assessment data.	1998	Joseph E. Schwartz Arthur A. Stone	4
+	Longitudinal data analysis using generalized linear models	1986	Kung‐Yee Liang Scott L. Zeger	4
+ PDF Chat	Flexible smoothing with B-splines and penalties	1996	Paul H.C. Eilers Brian D. Marx	3
+ PDF Chat	Estimating the Dimension of a Model	1978	Gideon Schwarz	3
+	Varying-Coefficient Models	1993	Trevor Hastie Robert Tibshirani	3
+	A Local Linear Estimation Procedure for Functional Multilevel Modeling	2006	Runze Li Tammy L. Root Saul Shiffman	2
+	Nonparametric smoothing estimates of time-varying coefficient models with longitudinal data	1998	Donald R. Hoover John A. Rice Colin O. Wu Liping Yang	2
+	Distributional Assumptions of Growth Mixture Models: Implications for Overextraction of Latent Trajectory Classes.	2003	Daniel J. Bauer Patrick J. Curran	2
+ PDF Chat	A time-varying effect model for intensive longitudinal data.	2011	Xianming Tan Mariya Shiyko Runze Li Yuelin Li Lisa Dierker	2
+	Applied Longitudinal Data Analysis	2003	J. David Singer John B. Willett	2
+	Smoothing and mixed models	2003	M. P. Wand	2
+	Finite Mixture Modeling with Mixture Outcomes Using the EM Algorithm	1999	Bengt Muthén Kerby Shedden	2
+	A Note on Penalized Spline Smoothing With Correlated Errors	2007	Tatyana Krivobokova Göran Kauermann	2
+	Selecting the Number of Knots for Penalized Splines	2002	David Ruppert	2
+ PDF Chat	Latent Variable Analysis: Growth Mixture Modeling and Related Techniques for Longitudinal Data	2004	Bengt Muthén	2
+	<b>BayesLCA</b>: An<i>R</i>Package for Bayesian Latent Class Analysis	2014	Arthur White Thomas Brendan Murphy	1
+	Distinguishing Between Latent Classes and Continuous Factors: Resolution by Maximum Likelihood?	2006	Gitta H. Lubke Michael C. Neale	1
+	Latent Class and Latent Transition Analysis	2003	Stephanie T. Lanza Brian P. Flaherty Linda M. Collins	1
+	Growth mixture modeling	2008	Tihomir Asparouhov Bengt Muthén	1
+ PDF Chat	Statistical Inference for Coefficient Alpha	1987	Leonard S. Feldt David J. Woodruff Fathi A. Salih	1
+	Latent growth mixture modeling : a simulation study	2007	Asko Tolvanen	1
+	Bayesian Computation with R	2009	Jim Albert	1
+	Finding the Observed Information Matrix When Using the <i>EM</i> Algorithm	1982	Thomas A. Louis	1
+ PDF Chat	Block clustering with collapsed latent block models	2011	Jason Wyse Nial Friel	1
+	Bayesian nonparametric model selection and model testing	2005	George Karabatsos	1
+ PDF Chat	Functional Linear Discriminant Analysis for Irregularly Sampled Curves	2001	Gareth James Trevor Hastie	1
+	Longitudinal studies of achievement growth using latent variable modeling	1998	Bengt Muthén Siek-Toon Khoo	1
+	Nonlinear Mixed Effects Models for Repeated Measures Data	1990	Mary J. Lindstrom Douglas M. Bates	1
+	An introduction with medical applications to functional data analysis	2013	Helle Sørensen Jeff Goldsmith Laura M. Sangalli	1
+ PDF Chat	Estimating the Propagation Rate of a Viral Infection of Potato Plants via Mixtures of Regressions	2000	Rolf Turner	1
+	Statistical methods in education and psychology	1970	Gene V. Glass Kenneth D. Hopkins	1
+	The effects of explicit timing on mathematics performance in second-grade Caucasian and African American students.	1999	Katrina N Rhymer Carlen Henington Christopher H. Skinner Eugenie Joan Looby	1
+	Effects of sequential 1-minute time trials with and without inter-trial feedback and self-correction on general and special education students' fluency with math facts	1995	April D. Miller Susan W. Hall William L. Heward	1
+	FlexMix Version 2: Finite Mixtures with Concomitant Variables and Varying and Constant Parameters	2008	Bettina Grün Friedrich Leisch	1
+	Time Series Analysis	2003	Wayne F. Velicer Joseph L. Fava	1
+	A group math intervention: The modification of cover, copy, and compare for group application	1994	Martha J. Lee Daniel H. Tingstrom	1
+	A SAS Procedure Based on Mixture Models for Estimating Developmental Trajectories	2001	Bobby L. Jones Daniel S. Nagin Kathryn Roeder	1
+ PDF Chat	EFFECTS OF EXPLICIT TIMING ON MATHEMATICS PROBLEM COMPLETION RATES IN AFRICAN‐AMERICAN THIRD‐GRADE ELEMENTARY STUDENTS	1998	Katrina N Rhymer Christopher H. Skinner Carlen Henington Robyn A. D'Reaux SanPier Sims	1
+	Residual Diagnostics for Growth Mixture Models	2005	Chen-Pin Wang C. Hendricks Brown Karen Bandeen‐Roche	1
+	Prediction of an Outcome Using Trajectories Estimated from a Linear Mixed Model	2009	Nami Maruyama Fumiaki Takahashi Masahiro Takeuchi	1
+	Computational and Inferential Difficulties with Mixture Posterior Distributions	2000	Gilles Celeux Merrilee Hurn Christian P. Robert	1
+	The Integration of Continuous and Discrete Latent Variable Models: Potential Problems and Promising Opportunities.	2004	Daniel J. Bauer Patrick J. Curran	1
+	Kendall's Advanced Theory of Statistics.	1995	Aa Alan Stuart Keith Ord	1
+	Robust Locally Weighted Regression and Smoothing Scatterplots	1979	William S. Cleveland	1
+	Fundamental statistics in psychology and education.	1951	Wayne H. Holtzman	1
+	Markov chain Monte Carlo Estimation of Classical and Dynamic Switching and Mixture Models	2001	Sylvia Frühwirth‐Schnatter	1
+	Latent Class Model Diagnosis	2000	Elizabeth S. Garrett Scott L. Zeger	1
+ PDF Chat	Multilevel Statistical Models	2006	Harvey Goldstein	1
+	DEVELOPMENTAL DYSCALCULIA: PREVALENCE AND DEMOGRAPHIC FEATURES	1996	Varda Gross‐Tsur Orly Manor Ruth S. Shalev	1
+	Early identification of reading difficulties using heterogeneous developmental trajectories.	2008	Christy Boscardin Bengt Muthén David J. Francis Eva L. Baker	1