1. Hybrid models of stochastic dependences;
2. Pattern recognition;
3. Nonparametric statistics;
4. Testing of statistical hypotheses.
Main publications:
Lapko A.V., Lapko V.A., “Regression Estimate of the Multidimensional Probability Density and Its Properties”, Optoelectronics, Instrumentation and Data Processing, 50:2 (2014), 148–153
Lapko A.V., Lapko V.A., “Construction of Confidence Limits for the Probability Density Function on the Basis of Nonparametric Estimation of the Function”, Measurement Techniques, 56:12 (2014), 1354–1357
Lapko A.V., Lapko V.A., “Optimal Selection of the Number of Sampling Intervals in Domain of Variation of a One-dimensional Random Variable in Estimation of the Probability Density”, Measurement Techniques, 56:7 (2013), 763–767
Lapko A.V., Lapko V.A., “Nonparametric Algorithms of Pattern Recognition in the Problem of Testing a Statistical Hypothesis on Identity of Two Distribution Laws of Random Variables”, Optoelectronics, Instrumentation and Data Processing, 46:6 (2010), 545–550
Lapko A.V., Lapko V.A., “Hybrid Systems of Rattern Recognition”, Rattern recognition and image analysis, 18:1 (2008), 7–13
