A. Książki
1. M. Krzyśko, W. Wołyński, T. Górecki, M. Skorzybut, Systemy uczące się - rozpoznawanie wzorców, analiza skupień i redukcja wymiarowości. WNT, Warszawa 2008.
2. W. Wołyński, Prawdopodobieństwo i statystyka. Zadania z egzaminów dla aktuariuszy z rozwiązaniami 2003-2007. Wydawnictwo Naukowe UAM, Poznań 2008. Errata.
B. Prace naukowe
1. M. Krzyśko, W. Wołyński, Group classification rules, in: Transactions of the Eleventh Prague Conference on Information Theory, Statistical Decision Functions, Random Processes, Vol. B, Academia, Prague 1992, 145-154.
2. M. Krzyśko, W. Wołyński, Statistical group classification problems, in: PROBASTAT' 91 Proceedings of the 10th International Conference on Probability and Mathematical Statistics (A. Pázman and J. Volaufova, eds), Mathematical Institute of the Slovak Academy of Sciences, Bratislava 1992, 24-29.
3. M. Krzyśko, W. Wołyński, Statistical group classification rules for the multivariate Student t-distribution, Random Operators and Stochastic Equations 1 (1993), 361-367.
4. M. Krzyśko, W. Wołyński, UMVU estimators in statistical group classification rules, Random Operators and Stochastic Equations 2 (1994), 141-152.
5. M. Krzyśko, W. Wołyński, Bayes rules and minimum distance rules in the statistical group classification problems, Discussiones Mathematicae. Algebra and Stochastic Methods 15 (1995), 313-323.
6. W. Wołyński, A comparison of an estimative and predictive method of the group statistical discrimination, Random Operators and Stochastic Equations 3 (1995), 75-86.
7. M. Krzyśko, W. Wołyński, Discriminant rules based on distances, Tatra Mountains Math. Publ. 7 (1996), 289-296.
8. W. Wołyński, Unbiased classification using multiple observations, Discussiones Mathematicae. Algebra and Stochastic Methods, 16 (1996), 135-143.
9. M. Krzyśko, W. Wołyński, Linear Discriminant Functions for Stationary Time Series, Biometrical Journal 39 (1997), 955-973.
10. W. Jassem, M. Krzyśko, W. Wołyński, Normalization of Polish Vowel Spectra, The Phonetician 81 (2000), 23-31.
11. M. Krzyśko, W. Wołyński, Classification into two populations for time dependent observations, Acta Universitatis Lodziensis. Folia Oeconomica 152 (2000), 7-20.
12. Z. Młynarek, W. Tschuschke, W. Wołyński, Statistical evaluation of different in situ tests in post-flotation sediments, Proceedings of the International Conference on In Situ Measurement of Soil Properties and Case Histories, Bali, Indonesia 2001, 679-683.
13. Z. Młynarek, W. Tschuschke, W. Wołyński, The CTPU classification chart for the post-flotation sediments based on statistical criteria, Proceedings of the fifteenth International Conference on Soil Mechanics and Geotechnical Engineering, Istambul 2001, A.A.Balkema Publishers, 459-462.
14. W. Jassem, M. Krzyśko, W. Wołyński, Reduction of speaker-related variability in Polish vowel spectra, Journal of the International Phonetic Association 31 (2001), 187-202.
15. M. Krzyśko, W. Wołyński, Pairwise multiple discriminant analysis, Advances and Applications in Statistics 2 (2002), 249-268.
16. J. Wierzbicki, W. Wołyński, Statistical model determining coefficient of earth pressure at rest by means of static penetration, case of noncohesive soil, Studia Geotechnica et Mechanica 24 (2002), 27-38.
17. A. Niedzielski, J. Wierzbicki, M. Waliński, W. Wołyński, The quality control of post flotation reservoir dam by determination of relative compaction index in various methods, Proceedings ISC-2 on Geotechnical and Geophysical Site Characterization, Viana da Fonseca & Mayne (eds.), 2004 Millpress, Rotterdam, 1371-1375.
18. W. Wołyński, Minimal sample size in the group classification problem, Journal of Classification, 22 (2005), 49-58.
19. R. Kala, M. Krzyśko, W. Wołyński, Two preliminary tests for discriminant analysis, Communications in Statistics -Simulation and Computation 34 (2005), 179-189.
20. Z. Młynarek, J. Wierzbicki, W. Wołyński, Use of cluster method for in situ tests, Studia Geotechnica et Mechanica, 27 (2005), 15-27.
21. Z. Młynarek, J. Wierzbicki, W. Wołyński, Use of interpolation methods for geotechnical profiling, Studia Geotechnica et Mechanica, 27 (2005), 5-13.
22. J. Wierzbicki, W. Wołyński, Ocena zagęszczenia odpadów poflotacyjnych z uwzględnieniem założonego prawdopodobieństwa awarii, Roczniki Akademii Rolniczej w Poznaniu, Melior. Inż. Środ. 26 (2005), 503-509.
23. Z. Młynarek, W. Tschuschke, J. Wierzbicki , W. Wołyński, Statistical criteria of determination of homogenous geotechnical layers, Proceedings of the 16th International Conference on Soil Mechanics and Geotechnical Engineering, Osaka 2005, Millpress, Rotterdam, 725-728.
24. T. Caliński, M. Krzyśko, W. Wołyński, A comparison of some tests for determining the number of nonzero canonical correlations, Communications in Statistics – Simulation and Computation, 35 (2006), 727-749.
25. Z. Młynarek, J. Wierzbicki , W. Wołyński, An approach to 3D subsoil model based on CPTU results, Proceedings of the 14th European Conference on Soil Mechanics and Geotechnical Engineering, Madrit 2007, Millpress, Rotterdam, 1721-1726.
26. Z. Młynarek, J. Wierzbicki, W. Wołyński, Efficiency of selected statistical criteria in determination of geotechnical parameters from CPTU, Studia Geotechnica et Mechanica, 29 (2007), 137-149.
27. A. Nosalewicz, D. Szynal, W. Wołyński, Empirical study of tests for exponentiality, Transactions of the XXVII International Seminar on Stability Problems for Stochastic Models, Prof. Zeev Volkovich (Ed.), Karmiel (Israel), 2007, 157-164.
28. Z. Młynarek, J. Wierzbicki, W. Wołyński, W. Tschuschke, Assessment of efficiency of different cluster analysis methods for evaluation of a stratigraphy of strongly laminated subsoil, Proc. of the 12th Int. Conference of International Association for Computer Methods and Advances in Geomechanics. Goa, India 2008, 1291-1299.
29. M. Krzyśko, W. Wołyński, New variants of pairwise classification, European Journal of Operational Research 199 (2009), 512-519.
30. M. Krzyśko, W. Mądry, S. Pluta, M. Skorzybut, W. Wołyński, Analysis of multivariate repeated measures data, Colloquium Biometricum 40 (2010), 117-133.
31. W. Wołyński, Effectiveness of decomposition algorithms for multi-class classification problems, Acta Universitatis Lodziensis. Folia Oeconomica 235 (2010), 205-213.
32. M. Krzyśko, M. Skorzybut, W. Wołyński, Classifiers for doubly multivariate data, Discussiones Mathematicae. Probility and Statistics 31 (2011), 5-27.
33. W. Wołyński, Kernel linear discriminant functions, In: Data analysis methods and its applications, J. Pociecha, R. Decker (Ed.), C.H. Beck, Warszawa 2012, 59-70.
34. D. Szynal, W. Wołyński, Goodness-of-fit tests for exponentiality and Rayleigh distribution, IJPAM 78 (2012), 751-772.
35. D. Szynal, W. Wołyński, Simulation Supplement to Goodness-of-Fit Tests Derived From Characterizations of Continuous Distributions Via Record Values, IJPAM 87 (2013), 629-644.
36. T. Górecki, M. Krzyśko, Ł. Waszak, W. Wołyński, Methods of reducing dimension for functional data. Statistics in Transition 15 (2014), 231-242.
37. M. Krzyśko, Ł. Waszak, W. Wołyński, Comparison of Kernel Discriminant Coordinates Algorithms, Communications in Statistics - Simulation and Computation 43 (2014), 2138-2148.
38. D. Szynal, W. Wołyński, On two families of tests for normality with empirical description of their performances, Discussiones Mathematicae. Probability and Statistics 34 (2014), 169–185.
39. M. Krzyśko, T. Śmiałowski, W. Wołyński, Analysis of multivariate repeated measures data using a MANOVA model and principal components, Biometrical Letters 51 (2014), 103-124.
40. T. Górecki, M. Krzyśko, W. Wołyński, Classification problems based on regression models for multi-dimensional functional data. Statistics in Transition 16 (2015), 97-110.
41. M. Krzyśko, A. Majka, W. Wołyński, Ocena zróżnicowania poziomu życia mieszkańców województw w latach 2003–-2013 za pomocą składowych głównych dla wielowymiarowych danych funkcjonalnych oraz analizy skupień. Przegląd Statystyczny 63(1) (2016), 81-97.
42. T. Górecki, M. Krzyśko, W. Ratajczak, W. Wołyński, An extension of the classical distance correlation coefficient for multivariate functional data with application, Statistics in Transition - new series 17(3) (2016), 449-466.
43. M. Jakubus, M. Krzyśko, W. Wołyński, M. Graczyk, The mineralization effect of wheat straw on soil properties described by MFPC analysis and other methods, Biometrical Letters 53(2) (2016), 133-147.
44. T. Górecki, M. Krzyśko, W. Wołyński, Multivariate functional regression analysis with application to classification problems, In: Analysis of Large and Complex Data, Studies in Classification, Data Analysis, and Knowledge Organization, Eds.: Wilhelm Adalbert F.X., Kestler Hans A., Springer International Publishing (2016), 173-183.
45. Z. Młynarek, J. Wierzbicki, W. Wołyński, Use of CPTU for the assessment of the stiffness model of subsoil of subsoil, In: Geotechnical and Geophysical Site Characterisation 5, Eds.: B.R. Lehane, H.E. Acosta-Martínez and R. Kelly, Australian Geomechanics Society, Sydney, Australia (2016), 1241-1246.
46. J. Wierzbicki, A. Smaga, K. Stefaniak, W. Wołyński, 3D mapping of organic layers by means of CPTU and statistical data analysis, In: Geotechnical and Geophysical Site Characterisation 5, Eds.: B.R. Lehane, H.E. Acosta-Martínez and R. Kelly, Australian Geomechanics Society, Sydney, Australia (2016), 1481-1486.
47. D. Szynal, W. Wołyński, On simulation powers of new normality tests, Applicationes Mathematicae 44(1) (2017), 57-83.
48. K. Deręgowski, M. Krzyśko, Ł. Waszak, W. Wołyński, Zastosowanie funkcjonalnej analizy kanonicznej w badaniu zależności między wydatkami konsumpcyjnymi w europejskich gospodarstwach domowych, Wiadomości Statystyczne 5(672) (2017), 19-37.
49. T. Górecki, M. Krzyśko, W. Wołyński, Correlation Analysis for Multivariate Functional Data, In: Data Science, Studies in Classification, Data Analysis, and Knowledge Organization, Eds.: F. Palumbo et al., Springer International Publishing (2017), 243-258.
50. Zb. Młynarek, J. Wierzbicki, W. Wołyński, Koncepcja budowy modelu sztywności podłoża na podstawie badań CPTU z wykorzystaniem analizy funkcyjnej, In: Analizy i doświadczenia w geoinżynierii, Bzówka Joanna, Łupieżowiec Marian (eds.), Wydawnictwo Politechniki Śląskiej 651 (2017), 341-352.
51. T. Górecki, M. Krzyśko, Ł. Waszak, W. Wołyński, Selected statistical methods of data analysis for multivariate functional data, Statistical Papers 59 (2018), 153-182.
52. M. Krzyśko, W, Łukaszonek, W. Wołyński, Canonical correlation analysis in the case of multivariate repeated measures data, Statistics in Transition - new series 19(1) (2018), 75-85.
53. M. Krzyśko, W. Łukaszonek, W. Ratajczak, W. Wołyński, Nonlinear principal component analysis for geographically weighted temporal-spatial data, Acta Universitatis Lodziensis. Folia Oeconomica 337(4) (2018), 169-181.
54. Zb. Młynarek, J. Wierzbicki, W. Wołyński, Use of functional cluster analysis of CPTU data for assessment of a subsoil rigidity, Studia Geotechnica et Mechanica 40(2) (2018), 117-124.
55. M. Krzyśko, W, Łukaszonek, W. Wołyński, Discriminant coordinates analysis in the case of multivariate repeated measures data, Statistics in Transition - new series 19(3) (2018), 495-506.
56. M. Krzyśko, W, Łukaszonek, W. Ratajczak, W. Wołyński, Analiza składowych głównych dla danych czasowo-przestrzennych, Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu 507 (2018), 115-123.
57. K. Deręgowski, M. Krzyśko, W. Wołyński, Podobieństwo struktury wybranych wydatków budżetowych województw a ich zrównoważony rozwój: nowe narzędzia badawcze, Przegląd Statystyczny 65(4) (2018), 436-448.
58. T. Górecki, M. Krzyśko, W. Wołyński, Dynamic dependence between infrastructure and market size in European countries, In: Babiak J, Kisiołek A., Iwańczuk-Kaliska A., Urbaniak K. (eds), Studies of economic and social processes. Selected aspects of contemporary economy, The Great Poland University of Social and Economics in Środa Wlkp. (2018), 105-122.
59. T. Górecki, M. Krzyśko, W. Wołyński, Variable selection in multivariate functional data classification, Statistics in Transition - new series 20(2) (2019), 123-138.
60. T. Górecki, M. Krzyśko, W. Wołyński, Independence test and canonical correlation analysis based on the alignment between kernel matrices for multivariate functional data, Artificial Intelligence Review 53 (2020), 475–499.
61. T. Górecki, M. Jakubus, M. Krzyśko, W. Wołyński, Application of Distance Covariance in Selection of Nutrients During Dynamic Process of Sewage Sludge Conditioning with Bio-preparation, Waste and Biomass Valorization 11 (2020), 4157-4166.
62. T. Górecki, M. Krzyśko, W. Wołyński, Generalized canonical correlation analysis for functional data, Biometrical Letters 57(1) (2020), 1-12.
63. W. Okrasa, M. Krzyśko, W. Wołyński, Spatio-Temporal Aspects of Community Well-Being in Multivariate Functional Data Approach. In: Skiadas C., Skiadas C. (eds) Demography of Population Health, Aging and Health Expenditures. The Springer Series on Demographic Methods and Population Analysis 50 (2020), 251-273.
64. J. Wierzbicki, Zb. Młynarek, W. Wołyński, O precyzji sondowania statycznego na przykładzie badań gruntów przejściowych poletka badawczego AMU Morasko, Przegląd Geologiczny 68(8) (2020), 655-662.
65. M. Krzyśko, W. Wołyński, W. Ratajczak, A. Kierczyńska, B. Wenerska, Sustainable Development of Polish Macroregions — Study by Means of the Kernel Discriminant Coordinates Method, International Journal of Environmental Research and Public Health 17 (2020), 7021.
66. T. Górecki, M. Krzyśko, W. Wołyński, Variable selection for classification of multivariate functional data, In: Advanced Studies in Classification and Data Science, Studies in Classification, Data Analysis, and Knowledge Organization, Eds.: T. Imaizumi et al., Springer Nature Singapore Pte Ltd. (2020), 215-225.
67. T. Górecki, M. Krzyśko, W. Wołyński, Measuring and Testing Mutual Dependence for Functional Data, In: Data Analysis and Rationality in a Complex World, Studies in Classification, Data Analysis, and Knowledge Organization, Eds.: T. Chadjipadelis et al., Springer Nature Switzerland AG (2021), 65-73.
68. M. Krzyśko, W. Wołyński, M. Domin, Z. Hanusz, L. Rydzak, Ł. Smaga, A. Wojtyła, Functional Analysis of the Differences in the Dimensions of Two Types of Boiled and Steamed Rice Grains, International Journal of Food Science (2021), 1-12.
69. M. Krzyśko, W. Wołyński, M. Szymkowiak, A. Wojtyła, Spatio-Temporal Analysis of the Health Situation in Poland Based on Functional Discriminant Coordinates, International Journal of Environmental Research and Public Health 18 (2021), 1109.
70. M. Krzyśko, P. Nijkamp, W. Ratajczak, W. Wołyński, Multidimensional economic indicators and multivariate functional principal components analysis (MFPCA) in a comparative study of countries’ competitiveness, Journal of Geographical Systems 24 (2022), 49–65.
71. M. Krzyśko, P. Nijkamp, W. Ratajczak, W. Wołyński, A. Wojtyła, B. Wenerska, A novel Spatio-temporal principal component analysis based on Geary’s contiguity ratio, Computers, Environment and Urban Systems 103 (2023), 101980.
72. M. Krzyśko, P. Nijkamp, W. Ratajczak, W. Wołyński, B. Wenerska, Spatio-temporal principal component analysis, Spatial Economic Analysis 19(1) (2024), 8-29.
C. Prace popularnonaukowe
1. Z. Młynarek, W. Tschuschke, J. Wierzbicki , W. Wołyński, Wykorzystanie statystycznej analizy danych do wydzielania geotechnicznych warstw podłoża budowlanego, Geoinżynieria i tunelowanie 2 (2005), 14-17.