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Applications in Statistical Computing [[electronic resource] ] : From Music Data Analysis to Industrial Quality Improvement / / edited by Nadja Bauer, Katja Ickstadt, Karsten Lübke, Gero Szepannek, Heike Trautmann, Maurizio Vichi
| Applications in Statistical Computing [[electronic resource] ] : From Music Data Analysis to Industrial Quality Improvement / / edited by Nadja Bauer, Katja Ickstadt, Karsten Lübke, Gero Szepannek, Heike Trautmann, Maurizio Vichi |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XI, 340 p. 83 illus., 48 illus. in color.) |
| Disciplina | 519.5 |
| Collana | Studies in Classification, Data Analysis, and Knowledge Organization |
| Soggetto topico |
Statistics
Data mining Mathematical statistics Mathematics Operations research Decision making Statistics and Computing/Statistics Programs Data Mining and Knowledge Discovery Applied Statistics Probability and Statistics in Computer Science Mathematics in Music Operations Research/Decision Theory |
| ISBN | 3-030-25147-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I Methodological Developments in Data Science.-Aviation Data Analysis by Linear Programming in Airline Network Revenue Management -- Bayesian Reduced Rank Regression for Classification -- Modelling and classification of GC/IMS breath gas measurements for lozenges of different flavours -- The Cosine Depth Distribution Classifier for Directional Data -- A Nonconformity Ratio Based Desirability Function for Capability Assessment -- Part II Computational Statistics -- Heteroscedastic Discriminant Analysis using R -- Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-Package flacco -- Part III Perspectives on Statistics and Data Science -- A Note on Artificial Intelligence and Statistics -- Statistical Computing and Data Science in Introductory Statistics -- Approaching Ethical Guidelines for Data Scientists -- Part IV Statistics in Econometric Applications -- Dating Lower Turning Points of Business Cycles – a Multivariate Linear Discriminant Analysis for Germany 1984 to 2009 -- Partial Orderings of Default Predictions -- Improving GMM efficiency in dynamic models for panel data with mean stationarity -- Part V Statistics in Industrial Applications -- Economically designed Bayesian np control charts using dual sample sizes for long-run processes -- Statistical analysis of the lifetime of diamond impregnated tools for core drilling of concrete -- Detection of anomalous sequences in crack data of a bridge monitoring -- Optimal Semi-Split-Plot Designs with R -- Continuous process monitoring through ensemble based anomaly detection -- Part VI Statistics in Music Applications -- Evaluation of Audio Feature Groups for the Prediction of Arousal and Valence in Music -- The Psychological Foundations of Classification. |
| Record Nr. | UNINA-9910349330403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Compositional Data Analysis [[electronic resource] ] : With Worked Examples in R / / by Peter Filzmoser, Karel Hron, Matthias Templ
| Applied Compositional Data Analysis [[electronic resource] ] : With Worked Examples in R / / by Peter Filzmoser, Karel Hron, Matthias Templ |
| Autore | Filzmoser Peter |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (288 pages) |
| Disciplina | 519.5 |
| Collana | Springer Series in Statistics |
| Soggetto topico |
Statistics
Geochemistry R (Computer program language) Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Statistics and Computing/Statistics Programs Statistical Theory and Methods Statistics for Life Sciences, Medicine, Health Sciences Statistics for Social Sciences, Humanities, Law |
| ISBN | 3-319-96422-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Acknowledgements -- Compositional data as a methodological concept -- Analyzing compositional data using R -- Geometrical properties of compositional data -- Exploratory data analysis and visualization -- First steps for a statistical analysis -- Cluster analysis -- Principal component analysis -- Correlation analysis -- Discriminant analysis -- Regression analysis -- Methods for high-dimensional compositional data -- Compositional tables -- Preprocessing issues -- Index.-. |
| Record Nr. | UNINA-9910300105603321 |
Filzmoser Peter
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied matrix and tensor variate data analysis [[electronic resource] /] / edited by Toshio Sakata
| Applied matrix and tensor variate data analysis [[electronic resource] /] / edited by Toshio Sakata |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Tokyo : , : Springer Japan : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (144 p.) |
| Disciplina | 519.5 |
| Collana | JSS Research Series in Statistics |
| Soggetto topico |
Statistics
Statistics and Computing/Statistics Programs Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Statistics for Social Sciences, Humanities, Law |
| ISBN | 4-431-55387-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Three-Way Principal Component Analysis with its Applications to Psychology (Kohei Adachi) -- 2 Non-negative matrix factorization and its variants for audio signal processing (Hirokazu Kameoka) -- 3 Generalized Tensor PCA and its Applications to Image Analysis (Kohei Inoue) -- 4 Matrix Factorization for Image Processing (Noboru Murata) -- 5 Arrays Normal Model and Incomplete Array Variate Observations (Deniz Akdemir) -- 6 One-sided Tests for Matrix Variate Normal Distribution (Manabu Iwasa and Toshio Sakata). |
| Record Nr. | UNINA-9910254078403321 |
| Tokyo : , : Springer Japan : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Multidimensional Scaling [[electronic resource] /] / by Ingwer Borg, Patrick JF Groenen, Patrick Mair
| Applied Multidimensional Scaling [[electronic resource] /] / by Ingwer Borg, Patrick JF Groenen, Patrick Mair |
| Autore | Borg Ingwer |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (118 p.) |
| Disciplina | 519.535 |
| Collana | SpringerBriefs in Statistics |
| Soggetto topico |
Statistics
Psychology Mathematics Visualization Social sciences Statistics and Computing/Statistics Programs Psychology, general Statistics for Social Sciences, Humanities, Law Mathematics in the Humanities and Social Sciences |
| ISBN |
1-283-74199-7
3-642-31848-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | First Steps -- The Purpose of MDS -- The Goodness of an MDS Solution -- Proximities -- Variants of Different MDS Models -- Confirmatory MDS -- Typical Mistakes in MDS -- MDS Algorithms -- Computer Programs for MDS. |
| Record Nr. | UNINA-9910438136203321 |
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Borg Ingwer
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| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Multidimensional Scaling and Unfolding [[electronic resource] /] / by Ingwer Borg, Patrick J.F. Groenen, Patrick Mair
| Applied Multidimensional Scaling and Unfolding [[electronic resource] /] / by Ingwer Borg, Patrick J.F. Groenen, Patrick Mair |
| Autore | Borg Ingwer |
| Edizione | [2nd ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (IX, 122 p. 65 illus.) |
| Disciplina | 001.4226 |
| Collana | SpringerBriefs in Statistics |
| Soggetto topico |
Statistics
Psychometrics Mathematics Visualization Social sciences—Data processing Social sciences—Computer programs Statistics and Computing/Statistics Programs Statistics for Social Sciences, Humanities, Law Statistics for Life Sciences, Medicine, Health Sciences Computational Social Sciences |
| ISBN | 3-319-73471-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 First steps -- 2 The purpose of MDS and Unfolding -- 3 The fit of MDS and Unfolding solutions -- 4 Proximities -- 5 Variants of MDS models -- 6 Confirmatory MDS -- 7 Typical mistakes in MDS -- 8 Unfolding -- 9 MDS algorithms -- 10 MDS Software -- Subject Index. |
| Record Nr. | UNINA-9910300120503321 |
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Borg Ingwer
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied multiple imputation [[electronic resource] ] : advantages, pitfalls, new developments and applications in R / / by Kristian Kleinke, Jost Reinecke, Daniel Salfrán, Martin Spiess
| Applied multiple imputation [[electronic resource] ] : advantages, pitfalls, new developments and applications in R / / by Kristian Kleinke, Jost Reinecke, Daniel Salfrán, Martin Spiess |
| Autore | Kleinke Kristian |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XI, 292 p. 20 illus., 3 illus. in color.) |
| Disciplina | 001.422 |
| Collana | Statistics for Social and Behavioral Sciences |
| Soggetto topico |
Statistics
Psychology—Methodology Psychological measurement R (Computer program language) Statistics for Social Sciences, Humanities, Law Psychological Methods/Evaluation Statistics for Life Sciences, Medicine, Health Sciences Statistical Theory and Methods Statistics and Computing/Statistics Programs |
| ISBN | 3-030-38164-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Introduction and Basic Concepts -- 2 Missing Data Mechanism and Ignorability -- 3 Missing Data Methods -- 4 Multiple Imputation: Theory -- 5 Multiple Imputation: Application -- 6 Multiple Imputation: New Developments -- A Appendices -- Index. |
| Record Nr. | UNINA-9910484708003321 |
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Kleinke Kristian
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied multiple imputation [[electronic resource] ] : advantages, pitfalls, new developments and applications in R / / by Kristian Kleinke, Jost Reinecke, Daniel Salfrán, Martin Spiess
| Applied multiple imputation [[electronic resource] ] : advantages, pitfalls, new developments and applications in R / / by Kristian Kleinke, Jost Reinecke, Daniel Salfrán, Martin Spiess |
| Autore | Kleinke Kristian |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XI, 292 p. 20 illus., 3 illus. in color.) |
| Disciplina | 001.422 |
| Collana | Statistics for Social and Behavioral Sciences |
| Soggetto topico |
Statistics
Psychology—Methodology Psychological measurement R (Computer program language) Statistics for Social Sciences, Humanities, Law Psychological Methods/Evaluation Statistics for Life Sciences, Medicine, Health Sciences Statistical Theory and Methods Statistics and Computing/Statistics Programs |
| ISBN | 3-030-38164-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Introduction and Basic Concepts -- 2 Missing Data Mechanism and Ignorability -- 3 Missing Data Methods -- 4 Multiple Imputation: Theory -- 5 Multiple Imputation: Application -- 6 Multiple Imputation: New Developments -- A Appendices -- Index. |
| Record Nr. | UNISA-996418264703316 |
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Kleinke Kristian
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Applied Predictive Modeling [[electronic resource] /] / by Max Kuhn, Kjell Johnson
| Applied Predictive Modeling [[electronic resource] /] / by Max Kuhn, Kjell Johnson |
| Autore | Kuhn Max |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | New York, NY : , : Springer New York : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (XIII, 600 p. 203 illus., 153 illus. in color.) |
| Disciplina | 519.5 |
| Soggetto topico |
Statistics
Statistics for Life Sciences, Medicine, Health Sciences Statistics and Computing/Statistics Programs Statistics, general |
| ISBN | 1-4614-6849-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | General Strategies -- Regression Models -- Classification Models -- Other Considerations -- Appendix -- References -- Indices. |
| Record Nr. | UNINA-9910437861803321 |
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Kuhn Max
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| New York, NY : , : Springer New York : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Statistical Inference [[electronic resource] ] : Likelihood and Bayes / / by Leonhard Held, Daniel Sabanés Bové
| Applied Statistical Inference [[electronic resource] ] : Likelihood and Bayes / / by Leonhard Held, Daniel Sabanés Bové |
| Autore | Held Leonhard |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XIII, 376 p. 71 illus.) : online resource |
| Disciplina | 519.5 |
| Soggetto topico |
Statistics
Statistical Theory and Methods Statistics for Life Sciences, Medicine, Health Sciences Statistics and Computing/Statistics Programs |
| ISBN | 3-642-37887-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910300156603321 |
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Held Leonhard
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| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Statistical Methods in Agriculture, Health and Life Sciences [[electronic resource] /] / by Bayo Lawal
| Applied Statistical Methods in Agriculture, Health and Life Sciences [[electronic resource] /] / by Bayo Lawal |
| Autore | Lawal Bayo |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXXIII, 799 p. 536 illus., 61 illus. in color.) : online resource |
| Disciplina | 570.15195 |
| Soggetto topico |
Statistics
Statistics for Life Sciences, Medicine, Health Sciences Statistical Theory and Methods Statistics and Computing/Statistics Programs |
| ISBN | 3-319-05555-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Table of Contents attached as well. Introduction -- Frequency Distributions -- Numerical Description of Data -- Probability and Probability Distributions -- Estimation and Hypothesis Testing -- Regression Analysis -- Categorical Data Analysis -- Experimental Design -- The Completely Randomized Design -- The Randomized Complete Block Design -- Multiple Blocking Designs -- Analysis of Covariance -- Factorial Treatments Designs -- The Split-Plot Design -- Incomplete Block Design -- Quantal-Bioassay -- Repeated Measures Design -- Survival Analysis. |
| Record Nr. | UNINA-9910299982103321 |
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Lawal Bayo
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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