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Missing values for survey data:
- Missing Values, Data Science and R by Joseph Rickert
- Missing Data Analysis with mice by Firouzeh Noghrehchi
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Discrete Choice Model:
- Basic:
- Lecture Notes 721 by Petra E. Todd
- Basic:
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Practical problems:
- Convergence and iteration
- Convergence Tolerance by Nicolas Bertagnolli
- Convergence and iteration
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Size of discrete choice model:
- Pylogit: an amazing Python package for conditional logit model
- STRATEGIC SAMPLING FOR LARGE CHOICE SETS IN ESTIMATION AND APPLICATION by Jason D. Lemp
- Random Projection Estimation of Discrete-Choice Models
with Large Choice Sets by Khai X. Chiong and Matthew Shum - Larch, Python 3 required: quickly compute discrete choice models in Python
- Random Projection Estimation of Discrete-Choice Models with Large Choice Sets: