Working papers and Conference proceedings
- Forthcoming
- Nikita Gusarov, Maria Victoria Hernandez Marquina, Iragaël Joly, Marie-Anne Le Dain and Peggy Zwolinski, TBA.
“Managerial preferences in strategic partner selection in Circular Supply Chain (CSC).”
Working Paper, Ongoing research
- 2023
- Maria Victoria Hernandez Marquina, Nikita Gusarov, Iragaël Joly, Marie-Anne Le Dain and Peggy Zwolinski, 2023.
“Social Exchange Theory (SET) and its impacts on Circular Supply Chain (CSC) performance.”
Working Paper, Ongoing research
- Nikita Gusarov, 2023.
“Sample size and balance impacts in commute choice analysis: Willingness to pay elicitation task.”
Working Paper, WCTRS-Y 2023 (unattended for VISA reasons)
- Nikita Gusarov, Iragaël Joly and Pierre Lemaire, 2023.
“Willingness to pay quality estimates in commute mode choice: Model performance comparison under sample size and balance impacts.”
Working Paper, ITEA 2023
- 2021
- Antoine Dubois, Nikita Gusarov and Iragaël Joly, 2021.
“Discrete Choice simulation toolset with
R.”
Paper Proposal, ABS conference.
- 2020
- Nikita Gusarov, Amirreza Talebijamalabad and Iragaël Joly, 2020.
“Exploration of model performances in the presence of heterogeneous preferences and random effects utilities awareness.”
Working Paper, DA2PL 2020, (also avilable on HAL:
hal-03019739)
Thesis & Memoires
- 2023
- Nikita Gusarov, under direction of Iragaël Joly and Pierre Lemaire,
“Performance of econometric and Machine Learning models for the economic study of discrete consumer choices.”
PhD Thesis abstract, ED SE, UGA, Grenoble INP
- 2022
- Nikita Gusarov, under direction of Iragaël Joly and Pierre Lemaire,
“Performance of econometric and Machine Learning models for the economic study of discrete consumer choices: Second year advances.”
PhD Thesis advancement report 2022, ED SE, UGA, Grenoble INP
- 2021
- Nikita Gusarov, under direction of Iragaël Joly and Pierre Lemaire,
“Performance of econometric and Machine Learning models for the economic study of discrete consumer choices: First year advances.”
PhD Thesis advancement report 2021, ED SE, UGA, Grenoble INP
- 2020
- Nikita Gusarov, under direction of Iragaël Joly,
“Performance comparison of the discrete choice models of consumer choice”,
M2 Thesis, FEG, UGA
- 2019
- Nikita Gusarov, under direction of Michal Urdanivia,
“Analyse de la participation au marché du travail et des déterminants du salaire : Application d’un modèle de sélection endogène et essais d’utilisation des techniques en grande dimension”,
M1 Memoire (in french), FEG, UGA
- 2018
- Nikita Gusarov, under direction of T. Basilashvili,
“Exchange rate macroeconomic predictive model construction and assessment of rate fluctuations impacts on the foreign trade of the Russian Federation and European Union”,
Bachelor Y4 Thesis (in russian), Faculty of International Trade, RFTA
Other works and documents
- 2022
- Nikita Gusarov,
“Neural Networks and interpretable Machine Learning for Discrete Choice Modelling.”
- 2021
- Nikita Gusarov,
“On Independence of Irrelevant Alternatives (IIA) hypothesis testing and importance.”
- 2020
- Nikita Gusarov and Tom Viellescazes,
“Etude des facteurs associés à l’usage fréquent des transports en commun urbain.”
- 2019
- Arnaud Blanc, Nikita Gusarov and Sasha Picon,
“Etude des effets des pesticides sur le marché des vins de table.”