Applied Multiple Imputation : Advantages, Pitfalls, New Developments and Applications in R / Kristian Kleinke ... [et al.] |
Pubbl/distr/stampa | Cham, : Springer, 2020 |
Descrizione fisica | xi, 292 p. : ill. ; 24 cm |
Soggetto topico |
62-XX - Statistics [MSC 2020]
62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62D10 - Missing data [MSC 2020] |
Soggetto non controllato |
Conditional modeling
Consequences of misspecification Incompletely observed data sets Joint modeling Missing data Missing values Multiple imputation Quality diagnostics R packages, norm pan and mice Statistical Methods Statistical inference |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Titolo uniforme | |
Record Nr. | UNICAMPANIA-VAN0248712 |
Cham, : Springer, 2020 | ||
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Lo trovi qui: Univ. Vanvitelli | ||
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Chemometrics with R : Multivariate Data Analysis in the Natural and Life Sciences / Ron Wehrens |
Autore | Wehrens, Ron |
Edizione | [2. ed] |
Pubbl/distr/stampa | Berlin, : Springer, 2020 |
Descrizione fisica | xvi, 308 p. : ill. ; 24 cm |
Soggetto topico |
62-XX - Statistics [MSC 2020]
62H25 - Factor analysis and principal components; correspondence analysis [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] |
Soggetto non controllato |
Boootstrap
Clustering Linear regression Missing values Multidimensional Scaling Multivariate curve resolution Multivariate statistics Neural networks Non-Linear regression Partial least squares regression Principal component analysis R software Ssupport vector machines Statistical process control Time warping Variable Selection |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Titolo uniforme | |
Record Nr. | UNICAMPANIA-VAN0248480 |
Wehrens, Ron
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Berlin, : Springer, 2020 | ||
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Lo trovi qui: Univ. Vanvitelli | ||
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