Modelling count, bounded and skewed continuous outcomes in physical activity research: beyond linear regression models

Muhammad Akram; Ester Cerin; Karen E. Lamb; Simon R. White

doi:10.1186/s12966-023-01460-y

Modelling count, bounded and skewed continuous outcomes in physical activity research: beyond linear regression models

Muhammad Akram, Ester Cerin, Karen E. Lamb, Simon R. White

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	57
Journal	International Journal of Behavioral Nutrition and Physical Activity
Volume	20
Issue number	1
DOIs	https://doi.org/10.1186/s12966-023-01460-y
Publication status	Published - Dec 2023
Externally published	Yes

ASJC Scopus Subject Areas

Medicine (miscellaneous)
Physical Therapy, Sports Therapy and Rehabilitation
Nutrition and Dietetics

Keywords

Bounded data
Count data
Generalized linear model
Linear regression model
Physical activity
Skewed data
Transformations

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10.1186/s12966-023-01460-y

Cite this

Akram, M., Cerin, E., Lamb, K. E., & White, S. R. (2023). Modelling count, bounded and skewed continuous outcomes in physical activity research: beyond linear regression models. International Journal of Behavioral Nutrition and Physical Activity, 20(1), Article 57. https://doi.org/10.1186/s12966-023-01460-y

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keywords = "Bounded data, Count data, Generalized linear model, Linear regression model, Physical activity, Skewed data, Transformations",

author = "Muhammad Akram and Ester Cerin and Lamb, {Karen E.} and White, {Simon R.}",

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year = "2023",

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doi = "10.1186/s12966-023-01460-y",

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AU - Akram, Muhammad

AU - Cerin, Ester

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AU - White, Simon R.

PY - 2023/12

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KW - Bounded data

KW - Count data

KW - Generalized linear model

KW - Linear regression model

KW - Physical activity

KW - Skewed data

KW - Transformations

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SN - 1479-5868

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JF - International Journal of Behavioral Nutrition and Physical Activity

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Modelling count, bounded and skewed continuous outcomes in physical activity research: beyond linear regression models

ASJC Scopus Subject Areas

Keywords

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