Causal inference for statistics, social, and biomedical sciences : (Record no. 185790)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 04330cam a2200361 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 881207641 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20171207120934.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 140707s2015 nyu b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2014020988 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780521885881 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | SPU |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | main |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | H 62 |
| Item number | I42C 2015 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Imbens, Guido W. |
| 9 (RLIN) | 225341 |
| 245 10 - TITLE STATEMENT | |
| Title | Causal inference for statistics, social, and biomedical sciences : |
| Remainder of title | an introduction / |
| Statement of responsibility, etc. | Guido W. Imbens, Stanford University, Donald B. Rubin, Harvard University |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York : |
| Name of publisher, distributor, etc. | Cambridge University Press, |
| Date of publication, distribution, etc. | 2015 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xix, 625 pages ; |
| Dimensions | 26 cm |
| 449 ## - DEPARTMENT | |
| Department name | บางเขน. สำนักวิชาศึกษาทั่วไป. มนุษย์ศาสตร์และสังคมศาสตร์ |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Part 1: Introduction -- Causality: The Basic Framework -- A Brief History of the Potential Outcomes Approach to Causal Inference -- A Classification of Assignment Mechanisms -- Part 2: Classical Randomized Experiments -- A Taxonomy of Classical Randomized Experiments -- Fisher's Exact P-Values for Completely Randomized Experiments -- Neyman's Repeated Sampling Approach to Completely Randomized Experiments -- Regression Methods for Completely Randomized Experiments -- Model-Based Inference for Completely Randomized Experiments -- Stratified Randomized Experiments -- Pairwise Randomized Experiments -- Case Study: An Experimental Evaluation of a Labor Market Program -- Part 3: Regular Assignment Mechanisms: Design -- Unconfounded Treatment Assignment -- Estimating the Propensity Score -- Assessing Overlap in Covariate Distributions -- Matching to Improve Balance in Covariate Distributions -- Trimming to Improve Balance in Covariate Distribution -- Part 4: Regular Assignment Mechanisms: Analysis -- Subclassification on the Propensity Score -- Matching Estimators -- A General Method for Estimating Sampling Variances for Standard Estimators for Average Causal Effects -- Inference for General Causal Estimands -- Part 5: Regular Assignment Mechanisms: Supplementary Analyses -- Assessing Unconfoundedness -- Sensitivity Analysis and Bounds -- Part 6: Regular Assignment Mechanisms with Noncompliance: Analysis -- Instrumental Variables Analysis of Randomized Experiments with One-Sided Noncompliance -- Instrumental Variables Analysis of Randomized Experiments with Two-Sided Noncompliance -- Model-Based Analysis in Instrumental Variable Settings: Randomized Experiments with Two-Sided Noncompliance -- Part 7: Conclusion -- Conclusions and Extensions |
| 650 00 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | SOCIAL SCIENCES |
| General subdivision | RESEARCH |
| 9 (RLIN) | 41014 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | CAUSATION |
| 9 (RLIN) | 225342 |
| 650 00 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | INFERENCE |
| 9 (RLIN) | 217618 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Rubin, Donald B |
| 850 ## - HOLDING INSTITUTION | |
| Holding institution | SPU |
| 910 ## - ACQUISITION INFORMATION (SPU) | |
| Purchaser | สำนักวิชาศึกษาทั่วไป (ผศ. อำนาจ วังจีน) งาน SPU Books Fair 2017 |
| Publisher | ร้านเมดซายน์บุ๊ค |
| Accession date | 040817 |
| Barcode | F066890 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | General Book |
| 998 ## - STAFF NAME (SPU) | |
| ผู้ลงรายการ | jirawan 0917 |
| ผู้วิเคราะห์รายการ | jirawan 0917 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available | General Books (ENGLISH) | SPU Library, Bangkok (Main Campus) | SPU Library, Bangkok (Main Campus) | Floor 6: General Shelves (ENGLISH): H, J | 07/09/2017 | 2550.00 | H 62 I42C 2015 | F066890 | 09/01/2018 | 07/09/2017 | General Book |