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dc.contributor.author Dalpiaz, David
dc.date.accessioned 2023-07-01T01:50:21Z
dc.date.available 2023-07-01T01:50:21Z
dc.date.issued 2021
dc.identifier.uri ${sadil.baseUrl}/handle/123456789/3733
dc.description 459 p. (PDF) sm
dc.description.abstract This book provides an integrated treatment of statistical inference techniques in data science using the R Statistical Software. It provides a much-needed, easy-to-follow introduction to statistics and the R programming language. It introduces foundational statistics concepts with beginner-friendly R programming in an exploration of the world's tricky problems faced by the "R Team" characters The book provides readers with the conceptual foundation to use applied statistical methods in everyday research. Each statistical method is developed within the context of practical, real-world examples and is supported by carefully developed pedagogy and jargon-free definitions. Theory is introduced as an accessible and adaptable tool and is always contextualized within the pragmatic context of real research projects and definable research questions. Complete an introductory course in statistics Prepare for more advanced statistical courses Gain the transferable analytical skills needed to interpret research from across the social sciences Learn the technical skills needed to present data visually Acquire a basic competence in the use of R. sm
dc.language.iso en sm
dc.publisher Github sm
dc.subject Introduction to R sm
dc.subject Data and programming sm
dc.subject Summarizing data sm
dc.subject Probability and statistics in R sm
dc.subject Resources sm
dc.subject Simple linear regression sm
dc.subject Interferrence for simple linear regression sm
dc.subject Multiple linear regression sm
dc.subject Model building sm
dc.subject Categorical predictors and interactions sm
dc.subject Analysis of variance sm
dc.subject Model diagnostics sm
dc.subject Transformations sm
dc.subject Collinearity sm
dc.subject Variable selection and model building sm
dc.title Applied statistics with R sm
dc.type Book sm


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