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Building Statistical Models in Python : Develop useful models for regression, classification, time series, and survival analysis /: Develop useful models for regression, classification, time series, and survival analysis. (2023)
Record Type:
Book
Title:
Building Statistical Models in Python : Develop useful models for regression, classification, time series, and survival analysis /: Develop useful models for regression, classification, time series, and survival analysis. (2023)
Main Title:
Building Statistical Models in Python : Develop useful models for regression, classification, time series, and survival analysis
Further Information:
Note: Huy Hoang Nguyen, Paul N Adams, Stuart J Miller.
Table of ContentsSampling and GeneralizationDistributions of DataHypothesis TestingParametric TestsNon-Parametric TestsLinear RegressionMore Discussion on Model Selection & RegularizationLogistic RegressionDiscriminant AnalysisIntroduction to Time SeriesARIMA ModelsMultivariate Time Series MethodsTime to Event variables - An introductionModels with Survival Responses.
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