Article

Rieser, Christopher, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2023) Edgewise outliers of network indexed signals. IEEE Transactions on Signal Processing, vol.72. pp. 1-13.

Laurent, Thibault, Margaretic, Paula and Thomas-Agnan, Christine (2023) Generalizing Impact Computations for the Autoregressive Spatial Interaction Model. Geographical Analysis, vol. 55 (n° 4). pp. 728-758.

Laurent, Thibault, Thomas-Agnan, Christine and Ruiz-Gazen, Anne (2023) Covariates impacts in spatial autoregressive models for compositional data. Journal of Spatial Econometrics, vol. 4.

Palarea-Albaladejo, Javier, Martín-Fernández, Josep Antoni, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2022) lrSVD: an efficient imputation algorithm for incomplete high-throughput compositional data. Journal of Chemometrics, vol. 36 (n° 12).

Laurent, Thibault, Margaretic, Paula and Thomas-Agnan, Christine (2022) Neighbouring countries and bilateral remittances: a global study. Spatial Economic Analysis, vol. 17 (n° 4). pp. 557-584.

Laurent, Thibault, Nguyen, Thi Huong An, Thomas-Agnan, Christine and Ruiz-Gazen, Anne (2022) Analyzing the impacts of socio-economic factors on French departmental elections with CoDa methods. Journal of Applied Statistics, vol. 49 (n° 5). pp. 1235-1251.

Nguyen, Thi Huong An, Thomas-Agnan, Christine, Laurent, Thibault, Ruiz-Gazen, Anne, Chakir, Raja and Lungarska, Anna (2021) A simultaneous spatial autoregressive model for compositional data. Spatial Economic Analysis, vol. 16 (n° 2). pp. 161-175.

Morais, Joanna and Thomas-Agnan, Christine (2021) Impact of covariates in compositional models and simplicial derivatives. Austrian Journal of Statistics, vol. 50 (n° 2). pp. 1-15.

Trinh, Thi Huong, Thomas-Agnan, Christine and Simioni, Michel (2019) Relations between socio-economic factors and nutritional diet in Vietnam from 2004 to 2014: New insights using compositional data analysis. Statistical Methods in Medical Research, vol. 28 (n° 8). pp. 2305-2325.

Nguyen, T. H. A., Ruiz-Gazen, Anne, Thomas-Agnan, Christine and Laurent, Thibault (2019) Multivariate Student versus Multivariate Gaussian Regression Models with Application to Finance. Journal of Risk and Financial Management, vol. 12 (n° 1).

Morais, Joanna, Thomas-Agnan, Christine and Simioni, Michel (2018) Interpreting of explanatory variables impacts in compositional regression models. Austrian Journal of Statistics, vol. 47 (n° 5). pp. 1-25.

Simioni, Michel, Thomas-Agnan, Christine and Trinh, Thi Huong (2018) Decomposition of changes in the consumption of macronutrients in Vietnam between 2004 and 2014. Economics and Human Biology, vol. 31. pp. 259-275.

Simioni, Michel, Thomas-Agnan, Christine and Trinh, Thi Huong (2018) Assessing the nonlinearity of the calorie-income relationship:an estimation strategy - With new insights on nutritional transition in Vietnam. World Development, vol. 110. pp. 192-204.

Morais, Joanna, Thomas-Agnan, Christine and Simioni, Michel (2018) Using compositional and Dirichlet models for market-share regression. Journal of Applied Statistics, vol. 45 (n° 9). pp. 1670-1689.

Doucet, Romain, Margaretic, Paula, Thomas-Agnan, Christine and Villotta, Quentin (2017) Spatial dependence in (origin-destination) air passenger flows. Papers in Regional Science, 96 (n°2). pp. 357-380.

Goulard, Michel, Laurent, Thibault and Thomas-Agnan, Christine (2017) About predictions in spatial autoregressive models : Optimal and almost optimal strategies. Spatial Economic Analysis, 12 (2-3). pp. 304-325.

Chakir, Raja, Laurent, Thibault, Ruiz-Gazen, Anne, Thomas-Agnan, Christine and Vignes, Céline (2017) Prédiction de l’usage des sols sur un zonage régulier à différentes résolutions et à partir de covariables facilement accessibles : Land use predictions on a regular grid at different scales and with easily accessible covariates. Revue Economique, 68. pp. 435-469.

Chakir, Raja, Laurent, Thibault, Ruiz-Gazen, Anne, Thomas-Agnan, Christine and Vignes, Céline (2016) Spatial scale in land use models: application to the Teruti-Lucas survey. Spatial Statistics, 18. pp. 246-262.

Simioni, Michel, Thomas-Agnan, Christine and Trinh, Thi Huong (2016) Calorie intake and income in China: New evidence using semiparametric modelling with generalized additive models. Vietnam Journal of Mathematical Applications, 14 (1). pp. 11-26.

Do, Van Huyen, Thomas-Agnan, Christine and Vanhems, Anne (2015) Accuracy of areal interpolation methods for count data. Spatial Statistics, 14. pp. 412-438.

Do, Van Huyen, Thomas-Agnan, Christine and Vanhems, Anne (2015) Spatial reallocation of areal data - another look at basic methods. Revue d'Économie Régionale et Urbaine, 1. pp. 27-58.

LeSage, James P. and Thomas-Agnan, Christine (2015) Interpreting spatial econometric origin-destination flow models. Journal of Regional Science, 55 (2). pp. 188-208.

Thomas-Agnan, Christine and Bonneu, Florent (2015) Measuring and testing spatial mass concentration with micro-geographic data. Spatial Economic Analysis. pp. 289-316.

Arbia, Giuseppe and Thomas-Agnan, Christine (2014) Introduction: Advances in Cross-Sectional and Panel Data Spatial Econometric Modeling. Geographical Analysis, 46 (2). pp. 101-103.

Filzmoser, Peter, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2014) Identification of local multivariate outliers. Statistical Papers, 55 (1). pp. 29-47.

Thomas-Agnan, Christine, Van Huyen, Do and Vanhems, Anne (2014) Testing areal interpolation methods with US census 2010 data. Région et Développement, 40. pp. 83-96.

Laurent, Thibault, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2012) GeoXp: an R package for interactive exploratory spatial data analysis. Journal of Statistical Software, 47 (2).

Bonneu, Florent and Thomas-Agnan, Christine (2009) Spatial point process models for location-allocation problems. Computational Statistics and Data Analysis, vol. 53 (n° 8). pp. 3070-3081.

Elogne, S., Perrin, Olivier and Thomas-Agnan, Christine (2008) Nonparametric estimation of smooth stationary covariance functions by interpolation methods. Statistical Inference for Stochastic Processes, 11 (2). pp. 177-205.

Coelho, Sandrine, Thomas-Agnan, Christine, Lassabe, Nicolas and Duthen, Yves (2006) La plate-forme DYNASPAT : Les Dynamiques Spatiales. Revue des Nouvelles Technologies de l’Information, E7. pp. 163-182.

Aragon, Yves, Daouia, Abdelaati and Thomas-Agnan, Christine (2006) Efficiency Measurement: A Nonparametric Approach. Annales d'Économie et de Statistique (82). pp. 217-242.

Cucala, Lionel and Thomas-Agnan, Christine (2006) Spacings-based tests for spatial randomness and coordinate-invariant procedures. Annales de l’I.S.U.P., 50 (1). pp. 31-45.

Cressie, Noel, Perrin, Olivier and Thomas-Agnan, Christine (2005) Likelihood based estimation for Gaussian MRFs. Statistical Methodology, 2 (1). pp. 1-16.

Aragon, Yves, Daouia, Abdelaati and Thomas-Agnan, Christine (2005) Nonparametric Frontier Estimation: A Conditional Quantile-based Approach. Econometric Theory (21). pp. 358-389.

Aragon, Yves, Li, Ker-Chau, Shedden, Kerby and Thomas-Agnan, Christine (2003) Dimension Reduction for Multivariate Response Data. Journal of the American Statistical Association, 98. pp. 99-109.

Aragon, Yves, Haughton, Dominique, Haughton, Jonathan, Leconte, Eve, Malin, Eric, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2003) Explaining the Pattern of Regional Unemployment: the case of the Midi-Pyrenées Region. Papers in Regional Science (82). pp. 155-174.

Casanova, Sandrine, Leconte, Eve and Thomas-Agnan, Christine (2002) Smooth Conditional Distribution Function and Quantiles under Random Censorship. Lifetime Data Analysis, 8 (3). pp. 229-246.

Casanova, Sandrine and Thomas-Agnan, Christine (2000) About Monotone Conditional Quantiles. Statistics and Probability Letters, 48. pp. 101-104.

Mammen, Enno and Thomas-Agnan, Christine (1999) Smoothing splines and shape restrictions. Scandinavian Journal of Statistics, vol.26 (n°2). pp. 239-252.

Casanova, Sandrine and Thomas-Agnan, Christine (1998) Quantiles conditionnels. Journal de la Société Française de statistique, 4. pp. 31-44.

Diack, Cheikh and Thomas-Agnan, Christine (1998) A nonparametric test of the non convexity of regression. Journal of Nonparametric Statistics, 9 (4). pp. 335-362.

Thomas-Agnan, Christine (1996) Computing a family of reproducing kernels for statistical applications. Numerical Algorithms, 13 (n°1). pp. 21-32.

Delecroix, Michel, Simioni, Michel and Thomas-Agnan, Christine (1996) Functional estimation under shape constraints. Journal of Nonparametric Statistics, 6 (1). pp. 69-89.

Delecroix, Michel, Simioni, Michel and Thomas-Agnan, Christine (1995) A shape constrained smoother: simulation study. Computational Statistics, 10. pp. 155-175.

Thomas-Agnan, Christine (1991) Spline functions and Stochastic filtering. Annals of Statistics, 19 (3). pp. 1512-1527.

Thomas-Agnan, Christine (1990) Smoothing periodic curves by a method of regularization. SIAM Journal on Scientific and Statistical Computing, 11 (3). pp. 482-502.

Thomas-Agnan, Christine (1990) A family of splines for nonparametric regression and their relationships with Edging. Statistics: A Journal of Theoretical and Applied Statistics, vol.21 (n°4). pp. 533-548.

Besse, Philippe and Thomas-Agnan, Christine (1989) "Le lissage par fonctions splines en statistique". Statistique et Analyse des Données, 14 (n°1). pp. 55-84.

Book Section

Ruiz-Gazen, Anne, Thomas-Agnan, Christine, Laurent, Thibault and Mondon, Camille (2023) Detecting outliers in compositional data using Invariant coordinate selection. In: Robust and multivariate statistical methods: Festschrift in honor of David E. Tyler Yi, Mengxi and Nordhausen, Klaus (eds.) Springer. Cham pp. 197-224. ISBN 9783031226861

Thomas-Agnan, Christine, Laurent, Thibault, Ruiz-Gazen, Anne, Nguyen, Thi Huong An, Chakir, Raja and Lungarska, Anna (2021) Spatial simultaneous autoregressive models for compositional data: application to land use. In: Advances in compositional data analysis: festschrift in honour of Vera Pawlowsky-Glahn. Filzmoser, Peter, Hron, Karel, Martín-Fernández, Josep Antoni and Palarea-Albaladejo, Javier (eds.) Springer. Cham. pp. 225-249. ISBN 978-3-030-71174-0

LeSage, James P. and Thomas-Agnan, Christine (2014) Spatial econometric OD-Flow models. In: Handbook of Regional Science Springer. Berlin Heidelberg pp. 1653-1673. ISBN 978-3-642-23429-3

LeSage, James P. and Thomas-Agnan, Christine (2014) Spatial econometric OD-Flow models. In: Handbook of Regional Science Springer. Berlin. ISBN 978-3-642-23430-9

Cressie, Noel, Perrin, Olivier and Thomas-Agnan, Christine (2006) Doctors's prescribing patterns in the Midi-Pyrénées region of France: point process aggregation. In: Case Studies in Spatial Point Process Modeling Springer New York. pp. 183-195. ISBN 978-0-387-28311-1

Monograph

Mondon, Camille, Trinh, Thi Huong, Martín-Fernández, Josep Antoni and Thomas-Agnan, Christine (2025) Testing mean densities with an application to climate change in Vietnam. TSE Working Paper, n. 25-1650, Toulouse

Dardati, Evangelina, Laurent, Thibault, Margaretic, Paula and Thomas-Agnan, Christine (2025) Climate, conflict and nternational migration. TSE Working Paper, n. 24-1575, Toulouse

Mondon, Camille, Trinh, Thi Huong, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2024) ICS for complex data with application to outlier detection for density data. TSE Working Paper, n. 24-1585, Toulouse

Dargel, Lukas and Thomas-Agnan, Christine (2023) Pairwise share-ratio interpretations of compositional regression models. TSE Working Paper, n. 23-1456, Toulouse

Dargel, Lukas and Thomas-Agnan, Christine (2023) The link between multiplicative competitive interaction models and compositional data regression with a total. TSE Working Paper, n. 23-1455, Toulouse

Trinh, Thi Huong, Thomas-Agnan, Christine and Simioni, Michel (2023) Discrete and smooth scalar-on-density compositional regression for assessing the impact of climate change on rice yield in Vietnam. TSE Working Paper, n. 23-1410, Toulouse

Dargel, Lukas and Thomas-Agnan, Christine (2023) Efficient estimation of spatial econometric interaction models for sparse OD matrices. TSE Working Paper, n. 23-1409, Toulouse

Laurent, Thibault, Margaretic, Paula and Thomas-Agnan, Christine (2022) Generalizing impact computations for the autoregressive spatial interaction model. TSE Working Paper, n. 22-1357, Toulouse

Ruiz-Gazen, Anne, Thomas-Agnan, Christine, Laurent, Thibault and Mondon, Camille (2022) Detecting outliers in compositional data using invariant coordinate selection. TSE Working Paper, n. 22-1320, Toulouse.

Dargel, Lukas and Thomas-Agnan, Christine (2022) A generalized framework for estimating spatial econometric interaction models. TSE Working Paper, n. 22-1312

Laurent, Thibault, Margaretic, Paula and Thomas-Agnan, Christine (2021) Do neighboring countries matter when explaining bilateral remittances? TSE Working Paper, n. 21-1221, Toulouse

Laurent, Thibault, Thomas-Agnan, Christine and Ruiz-Gazen, Anne (2020) Covariates impacts in spatial autoregressive models for compositional data. TSE Working Paper, n. 20-1162

Thomas-Agnan, Christine and Morais, Joanna (2019) Covariates impacts in compositional models and simplicial derivatives. TSE Working Paper, n. 19-1057, Toulouse

Beal, Ty, Le Danh, Tuyen, Nguyen, Duy Son, Simioni, Michel, Thomas-Agnan, Christine and Trinh, Thi Huong (2018) Macronutrient balances and body mass index: a new insight using compositional data analysis with a total at various quantile orders. TSE Working Paper, n. 18-921, Toulouse

Do Thi Thuy, Thuy, Nguyen, Quang Dung, Nguyen Van, Huy, Thomas-Agnan, Christine and Trinh, Thi Huong (2018) Measuring the progress of the timeliness childhood immunization compliance in Vietnam between 2006-2014: A decomposition analysis. TSE Working Paper, n. 18-920, Toulouse

Morais, Joanna, Thomas-Agnan, Christine and 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 Paper, n. 18-878, Toulouse

Simioni, Michel, Thomas-Agnan, Christine and Trinh, Thi Huong (2017) Calorie intake and income in China: New evidence using semiparametric modelling with generalized additive models. TSE Working Paper, n. 17-826, Toulouse

Morais, Joanna, Simioni, Michel and Thomas-Agnan, Christine (2016) A tour of regression models for explaining shares. TSE Working Paper, n. 16-742

Chakir, Raja, Laurent, Thibault, Ruiz-Gazen, Anne, Thomas-Agnan, Christine and Vignes, Céline (2016) Land use predictions on a regular grid at different scales and with easily accessible covariates. TSE Working Paper, n. 16-666

Doucet, Romain, Margaretic, Paula, Thomas-Agnan, Christine and Villotta, Quentin (2014) Spatial dependence in (origin-destination) air passenger flows. TSE Working Paper, n. 14-494

Vignes, Céline, Rimbourg, Sarah, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2013) Fiches méthodologiques, méthodes statistiques d’allocation spatiale : interpolation de données surfaciques. TSE Working Paper, n. 13-446

Laurent, Thibault, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2009) GeoXp: An R Package for Exploratory Spatial Data Analysis. TSE Working Paper, n. 09-099

Book

Droesbeke, Jean Jacques, Saporta, Gilbert and Thomas-Agnan, Christine (2015) Méthodes robustes en statistique. Editions Technip ISBN 9782710811497

Droesbeke, Jean Jacques, Maumy-Bertrand, M., Saporta, Gilbert and Thomas-Agnan, Christine (2014) Approches statistiques du risque. Editions Technip ISBN 9782710809654

Droesbeke, Jean Jacques, Saporta, Gilbert and Thomas-Agnan, Christine (2013) Modèles à variables latentes et modèles de mélange.

Berlinet, Alain and Thomas-Agnan, Christine (2004) Reproducing kernel Hilbert spaces in probability and statistics. Kluwer Academic Publishers