Linear algebraEigenvalues and EigenvectorsNov 18, 2020 | 10 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 25, 2019 | 10 min read Nonparametric methodsMay 2, 201911 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, 20196 min readMethods for Paired SamplesAn obvious extension of the one-sample procedures.#Nonparametric Methods #Statistics #Paired SamplesNonparametric methodsApr 27, 201914 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 26, 201913 min readLocation Inference for Single SamplesThe Wilcoxin signed rank test explained.#Nonparametric Methods #StatisticsNonparametric methodsJan 25, 201910 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 25, 20192 min readBasic ConceptsA brief introduction to what we're going to discuss in later chapters.#Nonparametric Methods #Statistics«««123 … 56»»»