| 000 -ENCABEZADO |
|---|
| Número de control [NR] |
06038cam a2200241 i 4500 |
| 005 - FECHA Y HORA DE LA ÚLTIMA TRANSACCIÓN |
|---|
| control field |
20171123103340.0 |
| 008 - DE LONGITUD FIJA DE DATOS DE ELEMENTOS - INFORMACIÓN GENERAL |
|---|
| Elementos de longitud fija [NR] |
171123s2017 xxua rb 001 0 eng d |
| 020 ## - NUMERO INTERNACIONAL NORMALIZADO PARA LIBROS [R] |
|---|
| Número Internacional Normalizado del libro [NR] |
9781452288888 |
| 035 ## - NUMERO DE CONTROL DEL SISTEMA [R] |
|---|
| Número de control del sistema [NR] |
(OCoLC)951753910 |
| 040 ## - FUENTE DE CATALOGACION [NR] |
|---|
| Agencia de catalogación original [NR] |
YCo-BoUCM |
| Idioma de catalogación [NR] |
spa |
| Quien Cataloga |
Sandra Palacio |
| Quien Clasifica |
Sandra Palacio |
| 041 0# - CODIGO DE IDIOMA [R] |
|---|
| Código de idioma para texto/pista de sonido o título separado [R] |
Inglés |
| 082 04 - NUMERO DE CLASIFICACION DECIMAL DEWEY [R] |
|---|
| Número de clasificación [R] |
519.5 |
| Número de la edición [NR] |
20 |
| 100 1# - ASIENTO PRINCIPAL--NOMBRE PERSONAL [NR] |
|---|
| Nombre personal [NR] |
Leite, Walter |
| ID Autoridad |
89331 |
| 245 10 - MENCION DE TITULO [NR] |
|---|
| Título [NR] |
Practical propensity score methods using R |
| Mención de responsabilidad, etc. [NR] |
Walter Leite |
| 260 ## - PUBLICACION, DISTRIBUCION, ETC. (PIE DE IMPRENTA) [R] |
|---|
| Lugar de publicación, distribución, etc. [R] |
Los Ángeles (California, Estados Unidos) |
| Nombre del editor, distribuidor, etc. [R] |
SAGE |
| Fecha de publicación, distribución, etc. [R] |
2017 |
| 300 ## - DESCRIPCION FISICA [R] |
|---|
| Extensión [R] |
xvii, 205 páginas |
| 505 00 - NOTA DE CONTENIDO CON FORMATO PREESTABLECIDO [R] |
|---|
| Información miscelánea [R] |
Machine generated contents note: |
| -- |
ch. 1 |
| State manifest and birth record (1764-1977). |
Overview of Propensity Score Analysis -- |
| -- |
Learning Objectives -- |
| Información miscelánea [R] |
1.1. |
| State manifest and birth record (1764-1977). |
Introduction -- |
| Información miscelánea [R] |
1.2. |
| State manifest and birth record (1764-1977). |
Rubin's Causal Model -- |
| Información miscelánea [R] |
1.2.1. |
| State manifest and birth record (1764-1977). |
Potential Outcomes -- |
| Información miscelánea [R] |
1.2.2. |
| State manifest and birth record (1764-1977). |
Types of Treatment Effects -- |
| Información miscelánea [R] |
7.2.3. |
| State manifest and birth record (1764-1977). |
Assumptions -- |
| Información miscelánea [R] |
1.3. |
| State manifest and birth record (1764-1977). |
Campbell's Framework -- |
| Información miscelánea [R] |
1.4. |
| State manifest and birth record (1764-1977). |
Propensity Scores -- |
| Información miscelánea [R] |
1.5. |
| State manifest and birth record (1764-1977). |
Description of Example -- |
| Información miscelánea [R] |
1.6. |
| State manifest and birth record (1764-1977). |
Steps of Propensity Score Analysis -- |
| Información miscelánea [R] |
1.6.1. |
| State manifest and birth record (1764-1977). |
Data Preparation -- |
| Información miscelánea [R] |
1.6.2. |
| State manifest and birth record (1764-1977). |
Propensity Score Estimation -- |
| Información miscelánea [R] |
1.6.3. |
| State manifest and birth record (1764-1977). |
Propensity Score Method Implementation -- |
| Información miscelánea [R] |
1.6.4. |
| State manifest and birth record (1764-1977). |
Covariate Balance Evaluation -- |
| Información miscelánea [R] |
1.6.5. |
| State manifest and birth record (1764-1977). |
Treatment Effect Estimation -- |
| Información miscelánea [R] |
1.6.6. |
| State manifest and birth record (1764-1977). |
Sensitivity Analysis -- |
| Información miscelánea [R] |
1.7. |
| State manifest and birth record (1764-1977). |
Propensity Score Analysis With Complex Survey Data -- |
| Información miscelánea [R] |
1.8. |
| State manifest and birth record (1764-1977). |
Resources for Learning R -- |
| Información miscelánea [R] |
1.8.1. |
| State manifest and birth record (1764-1977). |
R Packages for Propensity Score Analysis -- |
| Información miscelánea [R] |
1.9. |
| State manifest and birth record (1764-1977). |
Conclusion -- |
| -- |
Study Questions -- |
| Información miscelánea [R] |
ch. 2 |
| State manifest and birth record (1764-1977). |
Propensity Score Estimation -- |
| -- |
Learning Objectives -- |
| Información miscelánea [R] |
2.1. |
| State manifest and birth record (1764-1977). |
Introduction -- |
| Información miscelánea [R] |
2.2. |
| State manifest and birth record (1764-1977). |
Description of Example -- |
| Información miscelánea [R] |
2.3. |
| State manifest and birth record (1764-1977). |
Selection of Covariates -- |
| Información miscelánea [R] |
2.4. |
| State manifest and birth record (1764-1977). |
Dealing With Missing Data -- |
| Información miscelánea [R] |
2.5. |
| State manifest and birth record (1764-1977). |
Methods for Propensity Score Estimation -- |
| Información miscelánea [R] |
2.5.7. |
| State manifest and birth record (1764-1977). |
Logistic Regression -- |
| Información miscelánea [R] |
2.5.2. |
| State manifest and birth record (1764-1977). |
Recursive Partitioning Algorithms -- |
| Información miscelánea [R] |
2.5.3. |
| State manifest and birth record (1764-1977). |
Generalized Boosted Modeling -- |
| Información miscelánea [R] |
2.6. |
| State manifest and birth record (1764-1977). |
Evaluation of Common Support -- |
| Información miscelánea [R] |
2.7. |
| State manifest and birth record (1764-1977). |
Conclusion -- |
| -- |
Study Questions -- |
| Información miscelánea [R] |
ch. 3 |
| State manifest and birth record (1764-1977). |
Propensity Score Weighting -- |
| -- |
Learning Objectives -- |
| Información miscelánea [R] |
3.1. |
| State manifest and birth record (1764-1977). |
Introduction -- |
| Información miscelánea [R] |
3.2. |
| State manifest and birth record (1764-1977). |
Description of Example -- |
| Información miscelánea [R] |
3.3. |
| State manifest and birth record (1764-1977). |
Calculation of Weights -- |
| Información miscelánea [R] |
3.4. |
| State manifest and birth record (1764-1977). |
Covariate Balance Check -- |
| Información miscelánea [R] |
3.5. |
| State manifest and birth record (1764-1977). |
Estimation of Treatment Effects With Propensity Score Weighting -- |
| Información miscelánea [R] |
3.6. |
| State manifest and birth record (1764-1977). |
Propensity Score Weighting With Multiple Imputed Data Sets -- |
| Información miscelánea [R] |
3.7. |
| State manifest and birth record (1764-1977). |
Doubly Robust Estimation of Treatment Effect With Propensity Score Weighting -- |
| Información miscelánea [R] |
3.8. |
| State manifest and birth record (1764-1977). |
Sensitivity Analysis -- |
| Información miscelánea [R] |
3.9. |
| State manifest and birth record (1764-1977). |
Conclusion -- |
| -- |
Study Questions -- |
| Información miscelánea [R] |
ch. 4 |
| State manifest and birth record (1764-1977). |
Propensity Score Stratification -- |
| -- |
Learning Objectives -- |
| Información miscelánea [R] |
4.1. |
| State manifest and birth record (1764-1977). |
Introduction -- |
| Información miscelánea [R] |
4.2. |
| State manifest and birth record (1764-1977). |
Description of Example -- |
| Información miscelánea [R] |
4.3. |
| State manifest and birth record (1764-1977). |
Propensity Score Estimation -- |
| Información miscelánea [R] |
4.4. |
| State manifest and birth record (1764-1977). |
Propensity Score Stratification -- |
| Información miscelánea [R] |
4.4.7. |
| State manifest and birth record (1764-1977). |
Covariate Balance Evaluation -- |
| Información miscelánea [R] |
4.4.2. |
| State manifest and birth record (1764-1977). |
Estimation of Treatment Effects -- |
| Información miscelánea [R] |
4.5. |
| State manifest and birth record (1764-1977). |
Marginal Mean Weighting Through Stratification -- |
| Información miscelánea [R] |
4.5.7. |
| State manifest and birth record (1764-1977). |
Covariate Balance Evaluation -- |
| Información miscelánea [R] |
4.5.2. |
| State manifest and birth record (1764-1977). |
Estimation of Treatment Effect -- |
| Información miscelánea [R] |
4.5.3. |
| State manifest and birth record (1764-1977). |
Doubly Robust Estimation With MMWS -- |
| Información miscelánea [R] |
4.6. |
| State manifest and birth record (1764-1977). |
Conclusion -- |
| -- |
Study Questions -- |
| Información miscelánea [R] |
ch. 5 |
| State manifest and birth record (1764-1977). |
Propensity Score Matching -- |
| -- |
Learning Objectives -- |
| Información miscelánea [R] |
5.1. |
| State manifest and birth record (1764-1977). |
Introduction -- |
| Información miscelánea [R] |
5.2. |
| State manifest and birth record (1764-1977). |
Description of Example -- |
| Información miscelánea [R] |
5.3. |
| State manifest and birth record (1764-1977). |
Propensity Score Estimation -- |
| Información miscelánea [R] |
5.4. |
| State manifest and birth record (1764-1977). |
Propensity Score Matching Algorithms -- |
| Información miscelánea [R] |
5.4.7. |
| State manifest and birth record (1764-1977). |
Greedy Matching -- |
| Información miscelánea [R] |
5.4.2. |
| State manifest and birth record (1764-1977). |
Genetic Matching -- |
| Información miscelánea [R] |
5.4.3. |
| State manifest and birth record (1764-1977). |
Optimal Matching -- |
| Información miscelánea [R] |
5.4.4. |
| State manifest and birth record (1764-1977). |
Full Matching -- |
| Información miscelánea [R] |
5.5. |
| State manifest and birth record (1764-1977). |
Evaluation of Covariate Balance -- |
| Información miscelánea [R] |
5.6. |
| State manifest and birth record (1764-1977). |
Estimation of Treatment Effects -- |
| Información miscelánea [R] |
5.7. |
| State manifest and birth record (1764-1977). |
Sensitivity Analysis -- |
| Información miscelánea [R] |
5.8. |
| State manifest and birth record (1764-1977). |
Conclusion -- |
| -- |
Study Questions -- |
| Información miscelánea [R] |
ch. 6 |
| State manifest and birth record (1764-1977). |
Propensity Score Methods for Multiple Treatments -- |
| -- |
Learning Objectives -- |
| Información miscelánea [R] |
6.1. |
| State manifest and birth record (1764-1977). |
Introduction -- |
| Información miscelánea [R] |
6.2. |
| State manifest and birth record (1764-1977). |
Description of Example -- |
| Información miscelánea [R] |
6.3. |
| State manifest and birth record (1764-1977). |
Estimation of Generalized Propensity Scores With Multinomial Logistic Regression -- |
| Información miscelánea [R] |
6.4. |
| State manifest and birth record (1764-1977). |
Estimation of Generalized Propensity Scores With Data Mining Methods -- |
| Información miscelánea [R] |
6.5. |
| State manifest and birth record (1764-1977). |
Propensity Score Weighting for Multiple Treatments -- |
| Información miscelánea [R] |
6.5.1. |
| State manifest and birth record (1764-1977). |
Covariate Balance With Weights From Multinomial Logistic Regression -- |
| Información miscelánea [R] |
6.5.2. |
| State manifest and birth record (1764-1977). |
Covariate Balance With Weights From Generalized Boosted Modeling -- |
| Información miscelánea [R] |
6.5.3. |
| State manifest and birth record (1764-1977). |
Marginal Mean Weighting Through Stratification for Multiple Treatment Versions -- |
| Información miscelánea [R] |
6.6. |
| State manifest and birth record (1764-1977). |
Estimation of Treatment Effect of Multiple Treatments -- |
| Información miscelánea [R] |
6.7. |
| State manifest and birth record (1764-1977). |
Conclusion -- |
| -- |
Study Questions -- |
| Información miscelánea [R] |
ch. 7 |
| State manifest and birth record (1764-1977). |
Propensity Score Methods for Continuous Treatment Doses -- |
| -- |
Learning Objectives -- |
| Información miscelánea [R] |
7.1. |
| State manifest and birth record (1764-1977). |
Introduction -- |
| Información miscelánea [R] |
7.2. |
| State manifest and birth record (1764-1977). |
Description of Example -- |
| Información miscelánea [R] |
7.3. |
| State manifest and birth record (1764-1977). |
Generalized Propensity Scores -- |
| Información miscelánea [R] |
7.3.7. |
| State manifest and birth record (1764-1977). |
Dose Response Function -- |
| Información miscelánea [R] |
7.4. |
| State manifest and birth record (1764-1977). |
Inverse Probability Weighting -- |
| Información miscelánea [R] |
7.4.1. |
| State manifest and birth record (1764-1977). |
Estimation of the Average Treatment Effect -- |
| Información miscelánea [R] |
7.5. |
| State manifest and birth record (1764-1977). |
Conclusion -- |
| -- |
Study Questions -- |
| Información miscelánea [R] |
ch. 8 |
| State manifest and birth record (1764-1977). |
Propensity Score Analysis With Structural Equation Models -- |
| -- |
Learning Objectives -- |
| Información miscelánea [R] |
8.1. |
| State manifest and birth record (1764-1977). |
Introduction -- |
| Información miscelánea [R] |
8.2. |
| State manifest and birth record (1764-1977). |
Description of Example -- |
| Información miscelánea [R] |
8.3. |
| State manifest and birth record (1764-1977). |
Latent Confounding Variables -- |
| Información miscelánea [R] |
8.4. |
| State manifest and birth record (1764-1977). |
Estimation of Propensity Scores -- |
| Información miscelánea [R] |
8.5. |
| State manifest and birth record (1764-1977). |
Propensity Score Methods -- |
| Información miscelánea [R] |
8.6. |
| State manifest and birth record (1764-1977). |
Treatment Effect Estimation With Multiple-Group Structural Equation Models -- |
| Información miscelánea [R] |
8.7. |
| State manifest and birth record (1764-1977). |
Treatment Effect Estimation With Multiple-Indicator and Multiple-Causes Models -- |
| Información miscelánea [R] |
8.8. |
| State manifest and birth record (1764-1977). |
Conclusion -- |
| -- |
Study Questions -- |
| Información miscelánea [R] |
ch. 9 |
| State manifest and birth record (1764-1977). |
Weighting Methods for Time-Varying Treatments -- |
| -- |
Learning Objectives -- |
| Información miscelánea [R] |
9.1. |
| State manifest and birth record (1764-1977). |
Introduction -- |
| Información miscelánea [R] |
9.2. |
| State manifest and birth record (1764-1977). |
Description of Example -- |
| Información miscelánea [R] |
9.3. |
| State manifest and birth record (1764-1977). |
Inverse Probability of Treatment Weights -- |
| Información miscelánea [R] |
9.4. |
| State manifest and birth record (1764-1977). |
Stabilized Inverse Probability of Treatment Weights -- |
| Información miscelánea [R] |
9.5. |
| State manifest and birth record (1764-1977). |
Evaluation of Covariate Balance -- |
| Información miscelánea [R] |
9.6. |
| State manifest and birth record (1764-1977). |
Estimation of Treatment Effects -- |
| Información miscelánea [R] |
9.6.1. |
| State manifest and birth record (1764-1977). |
Weighted Regression With Cluster-Robust Standard Errors -- |
| Información miscelánea [R] |
9.6.2. |
| State manifest and birth record (1764-1977). |
Generalized Estimating Equations -- |
| Información miscelánea [R] |
9.7. |
| State manifest and birth record (1764-1977). |
Conclusion -- |
| -- |
Study Questions -- |
| Información miscelánea [R] |
ch. 10 |
| State manifest and birth record (1764-1977). |
Propensity Score Methods With Multilevel Data -- |
| -- |
Learning Objectives -- |
| Información miscelánea [R] |
10.1. |
| State manifest and birth record (1764-1977). |
Introduction -- |
| Información miscelánea [R] |
10.2. |
| State manifest and birth record (1764-1977). |
Description of Example -- |
| Información miscelánea [R] |
10.3. |
| State manifest and birth record (1764-1977). |
Estimation of Propensity Scores With Multilevel Data -- |
| Información miscelánea [R] |
10.3.1. |
| State manifest and birth record (1764-1977). |
Multilevel Logistic Regression -- |
| Información miscelánea [R] |
10.3.2. |
| State manifest and birth record (1764-1977). |
Logistic Regression With Fixed Cluster Effects -- |
| Información miscelánea [R] |
10.4. |
| State manifest and birth record (1764-1977). |
Propensity Score Weighting -- |
| Información miscelánea [R] |
10.5. |
| State manifest and birth record (1764-1977). |
Treatment Effect Estimation -- |
| Información miscelánea [R] |
10.6. |
| State manifest and birth record (1764-1977). |
Conclusion -- |
| -- |
Study Questions -- |
| -- |
References. |
| 650 17 - ASIENTO SECUNDARIO DE MATERIA - TERMINO TEMATICO [R] |
|---|
| Término temático o nombre geográfico como elemento de entrada [NR] |
Ciencias sociales |
| Subdivisión general [R] |
Investigación |
| -- |
Modelo estadístico |
| 9 (RLIN) |
89332 |
| 650 27 - ASIENTO SECUNDARIO DE MATERIA - TERMINO TEMATICO [R] |
|---|
| Término temático o nombre geográfico como elemento de entrada [NR] |
Investigación |
| 9 (RLIN) |
17968 |
| 650 27 - ASIENTO SECUNDARIO DE MATERIA - TERMINO TEMATICO [R] |
|---|
| Término temático o nombre geográfico como elemento de entrada [NR] |
Estadística |
| 9 (RLIN) |
14984 |
| 650 27 - ASIENTO SECUNDARIO DE MATERIA - TERMINO TEMATICO [R] |
|---|
| Término temático o nombre geográfico como elemento de entrada [NR] |
R (Computer program language) |
| 9 (RLIN) |
44419 |
| 942 ## - ELEMENTOS DE ENTRADA AGREGADOS (KOHA) |
|---|
| Sistema de clasificación |
|
| Tipo de ítem principal el descrito en 300a |
Libro |
| Tema principal |
Ciencias puras |
| Edición |
1 |
| Clasificación |
519.5 |
| Parte restante de la signatura top. |
L533pp |
Escuela de administración
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