Interpretation of explanatory variables impacts in compositional regression models
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- Joanna Morais & Christine Thomas-Agnan & Michel Simioni, 2018. "Interpretation of explanatory variables impacts in compositional regression models," Post-Print hal-02617783, HAL.
References listed on IDEAS
- Joanna Morais & Christine Thomas-Agnan & Michel Simioni, 2018.
"Using compositional and Dirichlet models for market share regression,"
Journal of Applied Statistics, Taylor & Francis Journals, vol. 45(9), pages 1670-1689, July.
- Morais, Joanna & Thomas-Agnan, Christine & Simioni, Michel, 2017. "Using compositional and Dirichlet models for market-share regression," TSE Working Papers 17-804, Toulouse School of Economics (TSE).
- Morais, Joanna & Simioni, Michel & Thomas-Agnan, Christine, 2016. "A tour of regression models for explaining shares," TSE Working Papers 16-742, Toulouse School of Economics (TSE).
- Jiajia Chen & Xiaoqin Zhang & Shengjia Li, 2017. "Multiple linear regression with compositional response and covariates," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(12), pages 2270-2285, September.
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Cited by:
- Dargel, Lukas & Thomas-Agnan, Christine, 2023. "Share-ratio interpretations of compositional regression models," TSE Working Papers 23-1456, Toulouse School of Economics (TSE), revised 20 Sep 2023.
- Jacob Fiksel & Scott Zeger & Abhirup Datta, 2022. "A transformation‐free linear regression for compositional outcomes and predictors," Biometrics, The International Biometric Society, vol. 78(3), pages 974-987, September.
- Morais, Joanna & Thomas-Agnan, Christine & Simioni, Michel, 2018. "Impact of advertizing on brand’s market-shares in the automobile market:: a multi-channel attraction model with competition and carry-over effects," TSE Working Papers 18-878, Toulouse School of Economics (TSE).
- Thibault Laurent & Christine Thomas-Agnan & Anne Ruiz-Gazen, 2023.
"Covariates impacts in spatial autoregressive models for compositional data,"
Journal of Spatial Econometrics, Springer, vol. 4(1), pages 1-23, December.
- Thomas-Agnan, Christine & Laurent, Thibault & Ruiz-Gazen, Anne, 2020. "Covariates impacts in spatial autoregressive models for compositional data," TSE Working Papers 20-1162, Toulouse School of Economics (TSE), revised Oct 2021.
- Thibault Laurent & Christine Thomas-Agnan & Anne Ruiz-Gazen, 2023. "Covariates impacts in spatial autoregressive models for compositional data," Post-Print hal-04215280, HAL.
- Mitch Kunce, 2023. "Age Cohort Affects on U.S. State-Level Alcohol Consumption Shares: Insights Using Attraction CODA," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 12(3), pages 1-1.
- Thomas-Agnan, Christine & Simioni, Michel & Trinh, Thi-Huong, 2023. "Discrete and Smooth Scalar-on-Density Compositional Regression for Assessing the Impact of Climate Change on Rice Yield in Vietnam," TSE Working Papers 23-1410, Toulouse School of Economics (TSE), revised Apr 2024.
- Dargel, Lukas & Thomas-Agnan, Christine, 2024. "Pairwise share ratio interpretations of compositional regression models," Computational Statistics & Data Analysis, Elsevier, vol. 195(C).
- Joscha Krause & Jan Pablo Burgard & Domingo Morales, 2022. "Robust prediction of domain compositions from uncertain data using isometric logratio transformations in a penalized multivariate Fay–Herriot model," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 76(1), pages 65-96, February.
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Keywords
compositional differential calculus; compositional model; marginal effect; elasticity; model selection; odds ratio; market-shares; media investments impact;All these keywords.
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