Linear algebraEigenvalues and EigenvectorsNov 18, 2020 | 20 min readTime seriesVariability of Nonstationary Time SeriesOct 9, 2020 | 13 min readLinear modelEstimationSep 30, 2019 | 16 min readMathematical statisticsBasic ConceptsSep 25, 2019 | 12 min readNonparametric methodsFundamentals of Nonparametric MethodsJan 26, 2019 | 10 min read Nonparametric 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«««45678»»»