Statistical Analysis of the Dynamics of Coronavirus Cases using Stepwise Switching Regression von Knopov, P. S., Korkhin, A. S.

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Optimization and Identification of Stochastic Systems von Knopov, P. S.

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Some Multi-Task Inventory Control Models for a Criterion with Revaluation von Knopov, P. S., Pepelyaeva, T. V.

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Mathematical Modeling of Climate Change Impact on Relationships of Economic Sectors von Atoyev, K. L., Knopov, P. S.

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Mathematical Modeling of the Economic Impacts of the Covid-19 Pandemic von Atoyev, K. L., Knopov, P. S.

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Controlled Stochastic Systems von Knopov, P. S., Pepelyaeva, T. V.

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Determining a Piecewise Linear Trend of a Nonstationary Time Series Based on Intelligent Data Analysis. I. Description and Substantiation of the Method von Knopov, P. S., Korkhin, A. S.

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Determining a Piecewise Linear Trend of a Nonstationary Time Series Based on Intelligent Data Analysis. II. Machine Experiments and Solution of the Practical Problem von Knopov, P. S., Korkhin, A. S.

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Application of the Robust Methods for Estimation of Distribution Parameters with a Priori Constraints on Parameters in Economics and Engineering von Atoyev, K. L., Knopov, P. S.

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Dynamic models of epidemiology in discrete time taking into account processes with lag von Knopov, P. S., Korkhin, A. S.

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Some Multidimensional Stochastic Models of Inventory Control with a Separable Cost Function von Knopov, P. S., Pepelyaeva, T. V.

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Large Deviations of Empirical Estimates in the Stochastic Programming Problem for the Homogeneous Random Field with a Discrete Parameter von Knopov, P. S., Kasitskaya, E. J.

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Stochastic Models in the Problems of Predicting the Epidemiological Situation von Bogdanov, O. V., Knopov, P. S.

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Consistency and Properties of Large Deviations of Empirical Estimates in Stochastic Optimization Problems for Homogeneous Random Fields under Nonhomogeneous and Homogeneous Observa... von Knopov, P. S., Kasitskaya, E. J.

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Continuous-Time Switching Regression Method with Unknown Switching Points von Knopov, P. S., Korkhin, A. S.

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Large Deviations of Empirical Estimates in the Stochastic Programming Problem with Nonstationary Observations and Continuous Time von Knopov, P. S., Kasitskaya, E. J.

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Connections between Robust Statistical Estimation, Robust Decision-Making with Two-Stage Stochastic Optimization, and Robust Machine Learning Problems von Ermolieva, T., Ermoliev, Y., Havlik, P., Lessa-Derci-Augustynczik, A., Komendantova, N., Kahil, T., Balkovic, J., Skalsky, R., Folberth, C., Knopov, P. S., Wang, G.

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A Novel Robust Meta-Model Framework for Predicting Crop Yield Probability Distributions Using Multisource Data von Ermolieva, T., Havlík, P., Lessa-Derci-Augustynczik, A., Boere, E., Frank, S., Kahil, T., Wang, G., Balkovič, J., Skalský, R., Folberth, C., Komendantova, N., Knopov, P. S.

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A Model of Infectious Disease Spread with Hidden Carriers von Knopov, P. S., Samosonok, O. S., Bilà, G. D.

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Convergence Conditions for the Observed Mean Method in Stochastic Programming von Knopov, P. S., Norkin, V. I.

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