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A course on small area estimation and mixed models : methods, theory and applications in R / / Domingo Morales [and three others]
| A course on small area estimation and mixed models : methods, theory and applications in R / / Domingo Morales [and three others] |
| Autore | Morales Domingo |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (XX, 599 p. 373 illus., 10 illus. in color.) |
| Disciplina | 519.52 |
| Collana | Statistics for Social and Behavioral Sciences |
| Soggetto topico |
Small area statistics
R (Computer program language) Estadística matemàtica R (Llenguatge de programació) |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-63757-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Small Area Estimation -- 2 Design-based Direct Estimation -- 3 Design-based Indirect Estimation -- 4 Prediction Theory -- 5 Linear Models -- 6 Linear Mixed Models -- 7 Nested Error Regression Models -- 8 EBLUPs under Nested Error Regression Models -- 9 Mean Squared Error of EBLUPs -- 10 EBPs under Nested Error Regression Models -- 11 EBLUPs under Two-fold Nested Error Regression Models -- 12 EBPs under Two-fold Nested Error Regression Models -- 13 Random Regression Coefficient Models -- 14 EBPs under Unit-level Logit Mixed Models -- 15 EBPs under Unit-level Two-fold Logit Mixed Models -- 16 Fay-Herriot Models -- 17 Area-level Temporal Linear Mixed Models -- 18 Area-level Spatio-temporal Linear Mixed Models -- 19 Area-level Bivariate Linear Mixed Models -- 20 Area-level Poisson Mixed Models -- 21 Area-level Temporal Poisson Mixed Models -- A Some Useful Formulas -- Index. |
| Record Nr. | UNISA-996466548403316 |
Morales Domingo
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| Cham, Switzerland : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Small area estimation / / J. N. K. Rao and Isabel Molina
| Small area estimation / / J. N. K. Rao and Isabel Molina |
| Autore | Rao J. N. K. <1937-> |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , 2015 |
| Descrizione fisica | 1 online resource (476 p.) |
| Disciplina | 519.5/2 |
| Collana | Wiley Series in Survey Methodology |
| Soggetto topico |
Small area statistics
Sampling (Statistics) Estimation theory |
| ISBN |
1-118-73572-2
1-118-73585-4 1-118-73579-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Direct domain estimation -- Indirect domain estimation -- Small area models -- Empirical best linear unbiased prediction : theory -- EBLUP : basic area level model -- Basic unit level model -- EBLUP : extensions -- Empirical Bayes (EB) method -- Hierarchical Bayes (HB) method. |
| Record Nr. | UNINA-9910131624403321 |
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Rao J. N. K. <1937->
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| Hoboken, New Jersey : , : Wiley, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Small area estimation / / J. N. K. Rao and Isabel Molina
| Small area estimation / / J. N. K. Rao and Isabel Molina |
| Autore | Rao J. N. K. <1937-> |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , 2015 |
| Descrizione fisica | 1 online resource (476 p.) |
| Disciplina | 519.5/2 |
| Collana | Wiley Series in Survey Methodology |
| Soggetto topico |
Small area statistics
Sampling (Statistics) Estimation theory |
| ISBN |
1-118-73572-2
1-118-73585-4 1-118-73579-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Direct domain estimation -- Indirect domain estimation -- Small area models -- Empirical best linear unbiased prediction : theory -- EBLUP : basic area level model -- Basic unit level model -- EBLUP : extensions -- Empirical Bayes (EB) method -- Hierarchical Bayes (HB) method. |
| Record Nr. | UNINA-9910807316903321 |
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Rao J. N. K. <1937->
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| Hoboken, New Jersey : , : Wiley, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Small area estimation and microsimulation modeling / / Azizur Rahman, Charles Sturt University, Australia, Ann Harding, University of Canberra, Australia
| Small area estimation and microsimulation modeling / / Azizur Rahman, Charles Sturt University, Australia, Ann Harding, University of Canberra, Australia |
| Autore | Rahman Azizur |
| Pubbl/distr/stampa | Boca Raton, Florida : , : CRC Press, , [2017] |
| Descrizione fisica | 1 online resource (522 pages) : illustrations |
| Disciplina | 519.544 |
| Soggetto topico |
Small area statistics
Statistical machining |
| ISBN |
1-315-35494-2
1-315-37214-2 1-4822-6073-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction -- 2. Small area estimation -- 3. Indirect estimation : statistical approaches -- 4. Indirect estimation : geographic approaches -- 5. Bayesian prediction-based microdata simulation -- 6. Microsimulation modeling technology for small area estimation -- 7. Applications of the methodologies -- 8. Analysis of small area estimates in capital cities -- 9. Validation and measure of statistical reliability -- 10. Conclusions and computing codes. |
| Record Nr. | UNINA-9910154883803321 |
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Rahman Azizur
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| Boca Raton, Florida : , : CRC Press, , [2017] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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