Linear algebraEigenvalues and EigenvectorsNov 18, 2020 | 20 min read Time seriesVariability of Nonstationary Time SeriesOct 9, 2020 | 13 min read Linear modelEstimationSep 30, 2019 | 16 min read Mathematical statisticsBasic ConceptsSep 25, 2019 | 12 min read Nonparametric methodsFundamentals of Nonparametric MethodsJan 26, 2019 | 10 min read Nonparametric methodsMay 5, 2019 | 9 min readCorrelation and ConcordanceMeasures for the strength of relationships between variables (two or more). The Spearman rank correlation coefficient, Kendall's tau and Kendall's W are introduced.#Nonparametric Methods #Statistics #CorrelationNonparametric methodsMay 4, 2019 | 10 min readBasic Tests for Three or More SamplesNonparametric analogues of the one-way classification ANOVA and the simplest two-way classifications, namely the Kruskal-Wallis test, the Jonckheere-Terpstra test, and the Friedman test.#Nonparametric Methods #Statistics #ANOVANonparametric methodsMay 2, 2019 | 11 min readTwo Independent SamplesWith two independent samples, we may ask about the centrality of the population distribution and see if there's a shift. Wilcoxon-Mann-Whitney is here!#Nonparametric Methods #Statistics #Independent SamplesNonparametric methodsApr 29, 2019 | 6 min readMethods for Paired SamplesAn obvious extension of the one-sample procedures.#Nonparametric Methods #Statistics #Paired SamplesNonparametric methodsApr 27, 2019 | 14 min readOther Single Sample InferencesExplore whether the sample is consistent with a specified distribution at the population level. Kolmogorov's test, Lilliefors test and Shapiro-Wilk test are introduced, as well as tests for runs or trends.#Nonparametric Methods #Statistics #DistributionNonparametric methodsMar 27, 2019 | 13 min readLocation Inference for Single SamplesThe Wilcoxin signed rank test explained.#Nonparametric Methods #StatisticsNonparametric methodsJan 26, 2019 | 10 min readFundamentals of Nonparametric MethodsSome basic tools such as the permutation test and the binomial test. We also introduce order statistics and ranks, which will come in handy in later chapters.#Nonparametric Methods #StatisticsNonparametric methodsJan 26, 2019 | 2 min readBasic ConceptsA brief introduction to what we're going to discuss in later chapters.#Nonparametric Methods #Statistics«««123 … 56»»»