Michal Černý, Katedra ekonometrie, Vysoká škola ekonomická v Praze (Department of Econometrics, University of Economics, Prague, Czech Republic)

cernym {at} vse.cz, office 430NB, InSIS reference

Studijní materiály

LaTeXová šablona pro bakalářské a diplomové práce Katedry ekonometrie (od Aleny Zikmundové)

Slidy k předmětu 4EK423 Kvantitativní ekonomie

Draft skriptum k předmětu 4EK423 Kvantitativní ekonomie (.pdf, s V. Holým)

Materiály k předmětu MI-LOM Lineární optimalizační metody (FIT ČVUT)

Some Pictures and Scripts for Teaching IPMs (.pdf)

Pictures of Karmarkar's Linear Programming Algorithm (D. M. Gay)

Témata bakalářských, diplomových a disertačních prací: viz informace na InSISu. Máte-li zájem o vlastní téma, je možné se domluvit, prosím napište mail s Vaší představou.

Selected Publications

Book Computations (Výpočty, in Czech)

A new algorithm for enumeration of cells of hyperplane arrangements and a comparison with Avis and Fukuda's Reverse Search (SIAM Journal on Discrete Mathematics, with M. Rada)

Tolerance approach to possibilistic nonlinear regression with interval data (IEEE Transactions on Cybernetics, with M. Hladík)

EIV regression with bounded errors in data: Total 'least squares' with Chebyshev norm (Statistical Papers, with J. Antoch and M. Hladik)

Two complexity results on c-optimality in experimental design (Computational Optimization and Applications, with M. Hladík)

Clustering retail products based on customer behavior (Applied Soft Computing, with O. Sokol and V. Holy)

On the possibilistic approach to linear regression models involving uncertain, indeterminate or interval data (Information Sciences, with J. Antoch and M. Hladík)

Binary segmentation and Bonferroni-type bounds (Kybernetika)

The complexity of computation and approximation of the t-ratio over one-dimensional interval data (Computational Statistics and Data Analysis, with M. Hladik)

Goffin's algorithm for zonotopes (Kybernetika)

Inverse linear programming with interval coefficients (Journal of Computational and Applied Mathematics, with A. Mostafaee and M. Hladik)

Interval regression by tolerance analysis approach (Fuzzy Sets and Systems, with M. Hladík)

On the possibilistic approach to linear regression with rounded or interval-censored data (Measurement Science Review, with M. Rada)

Inverse optimization: Towards the optimal parameter set of the inverse linear programming problem with interval coefficients (Central European Journal of Operational Research, with M. Hladik)

Possibilistic linear regression with fuzzy data: Tolerance approach with prior information (Fuzzy Sets and Systems, with M. Hladik)

Preprints and Technical Reports (fulltexts, pdf)

Narrow Big Data in a stream: Computational limitations and regression (Technical Report 012018)