Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data: Interpretability for applied scientists

John J. Dziak; Donna L. Coffman; Matthew Reimherr; Justin Petrovich; Runze Li; Saul Shiffman; Mariya P. Shiyko

doi:10.1214/19-ss126

Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data: Interpretability for applied scientists

Statistics Surveys ◽

10.1214/19-ss126 ◽

2019 ◽

Vol 13 (0) ◽

pp. 150-180 ◽

Cited By ~ 1

Author(s):

John J. Dziak ◽

Donna L. Coffman ◽

Matthew Reimherr ◽

Justin Petrovich ◽

Runze Li ◽

...

Keyword(s):

Longitudinal Data

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Loglinear Models for Longitudinal Data: Prospects and Limitations

Contemporary Psychology ◽

10.1037/002425 ◽

2001 ◽

Vol 46 (5) ◽

pp. 506-508

Author(s):

Daniel A. Powers

Keyword(s):

Longitudinal Data ◽

Loglinear Models

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Developmental Change in Speed of Processing: Longitudinal Data

PsycEXTRA Dataset ◽

10.1037/e416902005-229 ◽

2003 ◽

Author(s):

Robert V. Kail ◽

Carol A. Miller

Keyword(s):

Longitudinal Data ◽

Developmental Change ◽

Speed Of Processing

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Measures Collected on the USMA Class of 1998 as Part of the Baseline Officer Longitudinal Data Set (BOLDS)

PsycEXTRA Dataset ◽

10.1037/e449272006-001 ◽

2002 ◽

Cited By ~ 4

Author(s):

Lynn M. Milan ◽

Dennis R. Bourne ◽

Michelle M. Zazanis ◽

Paul T. Bartone

Keyword(s):

Longitudinal Data ◽

Data Set

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Pathways from media violence usage to aggressive and prosocial behavior: Longitudinal data from German adolescents

PsycEXTRA Dataset ◽

10.1037/e554362012-062 ◽

2010 ◽

Author(s):

B. Krahe ◽

R. Busching ◽

A. Berger

Keyword(s):

Longitudinal Data ◽

Prosocial Behavior ◽

Media Violence

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Longitudinal Data in K-12 Education to Be Focus of New Research Center

PsycEXTRA Dataset ◽

10.1037/e723002011-001 ◽

2006 ◽

Keyword(s):

Longitudinal Data ◽

Research Center ◽

New Research ◽

K 12

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Supplemental Material for An Introduction to Modeling Longitudinal Data With Generalized Additive Models: Applications to Single-Case Designs

Psychological Methods ◽

10.1037/met0000020.supp ◽

2014 ◽

Keyword(s):

Longitudinal Data ◽

Single Case ◽

Generalized Additive Models ◽

Additive Models ◽

Single Case Designs

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Supplemental Material for Dyadic Analysis and the Reciprocal One-With-Many Model: Extending the Study of Interpersonal Processes With Intensive Longitudinal Data

Psychological Methods ◽

10.1037/met0000380.supp ◽

2020 ◽

Keyword(s):

Longitudinal Data ◽

Dyadic Analysis ◽

Interpersonal Processes ◽

Intensive Longitudinal Data

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The Color of the Undergraduate Experience and the Occupational Attainment of Blacks and Whites: Evidence from Longitudinal Data

Sociological Quarterly ◽

10.1525/tsq.2004.45.1.21 ◽

2004 ◽

Vol 45 (1) ◽

pp. 21-44

Author(s):

Gary L. St. C. Oates

Keyword(s):

Longitudinal Data ◽

Occupational Attainment ◽

Undergraduate Experience ◽

Blacks And Whites

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Real-world longitudinal data of peginterferon beta-1a from a Swedish national post-marketing surveillance study (IMSE 6) - efficacy and safety profile

10.26226/morressier.5b719e475aff74008ae4cbd9 ◽

2018 ◽

Author(s):

Stina Kågström ◽

Anna Fält ◽

Selin Safer Demirbüker ◽

Anne-Marie Landtblom ◽

Peter Sundström ◽

...

Keyword(s):

Longitudinal Data ◽

Real World ◽

Safety Profile ◽

Surveillance Study ◽

Efficacy And Safety ◽

Post Marketing Surveillance ◽

Post Marketing

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Faculty Opinions recommendation of Visualizing longitudinal data with dropouts.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.718073553.793481270 ◽

2013 ◽

Author(s):

Dejun Tang

Keyword(s):

Longitudinal Data

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