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Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods
| Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods |
| Autore | Mielniczuk Jan |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (226 p.) |
| Soggetto topico |
History of engineering and technology
Mechanical engineering and materials Technology: general issues |
| Soggetto non controllato |
adaptive splines
archimedean copula B-splines change points CIFE CMI conditional infomax feature extraction conditional mutual information consistency consistent selection entropy estimation extreme-value copula gaussian mixture generalized information criterion generative tree model high-dimensional regression high-dimensional time series influence functions information measures information theory JMI joint mutual information criterion kernel estimation learning systems loss function Markov blanket maximum likelihood estimation minimum distance estimation misclassification risk misspecification model misspecification multivariate analysis n/a network estimation nonparametric variable selection criteria nonstationarity parameter estimation penalized estimation prediction methods privacy random predictors right-censored data robustness semiparametric regression statistical learning theory subgaussianity supervised classification synthetic data transformation tail dependency time series variable selection consistency |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576873203321 |
Mielniczuk Jan
|
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| MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Regression for economics / / Shahdad Naghshpour
| Regression for economics / / Shahdad Naghshpour |
| Autore | Naghshpour Shahdad |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2016 |
| Descrizione fisica | 1 online resource (xix, 166 pages) |
| Disciplina | 519.536 |
| Collana | Economics collection |
| Soggetto topico |
Economics - Statistical methods
Regression analysis |
| Soggetto genere / forma | Electronic books. |
| Soggetto non controllato |
analysis
causality ceteris paribus coefficient of determination control variables error goodness of fit inference misspecification model proxy variables regression spurious regression Stata |
| ISBN | 1-63157-444-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. The concept of regression -- 2. The method of least squares -- 3. Simple linear regression using software packages -- 4. Multiple regression -- 5. Goodness of fit -- 6. Regression coefficients -- 7. Causality: correlation is not causality -- 8. Qualitative variables in regression -- 9. Pitfalls of regression analysis -- Appendix -- Glossary of terms -- Notes -- References -- Index. |
| Record Nr. | UNINA-9910465602803321 |
|
Naghshpour Shahdad
|
||
| New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Regression for economics / / Shahdad Naghshpour
| Regression for economics / / Shahdad Naghshpour |
| Autore | Naghshpour Shahdad |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2016 |
| Descrizione fisica | 1 online resource (xix, 166 pages) |
| Disciplina | 519.536 |
| Collana | Economics collection |
| Soggetto topico |
Economics - Statistical methods
Regression analysis |
| Soggetto non controllato |
analysis
causality ceteris paribus coefficient of determination control variables error goodness of fit inference misspecification model proxy variables regression spurious regression Stata |
| ISBN | 1-63157-444-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. The concept of regression -- 2. The method of least squares -- 3. Simple linear regression using software packages -- 4. Multiple regression -- 5. Goodness of fit -- 6. Regression coefficients -- 7. Causality: correlation is not causality -- 8. Qualitative variables in regression -- 9. Pitfalls of regression analysis -- Appendix -- Glossary of terms -- Notes -- References -- Index. |
| Record Nr. | UNINA-9910798222603321 |
|
Naghshpour Shahdad
|
||
| New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Regression for economics / / Shahdad Naghshpour
| Regression for economics / / Shahdad Naghshpour |
| Autore | Naghshpour Shahdad |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2016 |
| Descrizione fisica | 1 online resource (xix, 166 pages) |
| Disciplina | 519.536 |
| Collana | Economics collection |
| Soggetto topico |
Economics - Statistical methods
Regression analysis |
| Soggetto non controllato |
analysis
causality ceteris paribus coefficient of determination control variables error goodness of fit inference misspecification model proxy variables regression spurious regression Stata |
| ISBN | 1-63157-444-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. The concept of regression -- 2. The method of least squares -- 3. Simple linear regression using software packages -- 4. Multiple regression -- 5. Goodness of fit -- 6. Regression coefficients -- 7. Causality: correlation is not causality -- 8. Qualitative variables in regression -- 9. Pitfalls of regression analysis -- Appendix -- Glossary of terms -- Notes -- References -- Index. |
| Record Nr. | UNINA-9910821851503321 |
|
Naghshpour Shahdad
|
||
| New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||