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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 electronic resource (226 p.) |
| Soggetto topico |
Technology: general issues
History of engineering & technology Mechanical engineering & materials |
| Soggetto non controllato |
high-dimensional time series
nonstationarity network estimation change points kernel estimation high-dimensional regression loss function random predictors misspecification consistent selection subgaussianity generalized information criterion robustness statistical learning theory information theory entropy parameter estimation learning systems privacy prediction methods misclassification risk model misspecification penalized estimation supervised classification variable selection consistency archimedean copula consistency estimation extreme-value copula tail dependency multivariate analysis conditional mutual information CMI information measures nonparametric variable selection criteria gaussian mixture conditional infomax feature extraction CIFE joint mutual information criterion JMI generative tree model Markov blanket minimum distance estimation maximum likelihood estimation influence functions adaptive splines B-splines right-censored data semiparametric regression synthetic data transformation time series |
| 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 | ||
| ||