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Statistical analysis with missing dataLittle, Roderick J. A.The topic of missing data has gained considerable attention in recent decades. This new edition by two acknowledged experts on the subject offers an up-to-date account of practical methodology for ... handling missing data problems. Blending theory and application, authors Roderick Little and Donald Rubin review historical approaches to the subject and describe simple methods for multivariate analysis with missing values. They then provide a coherent theory for analysis of problems based on likelihoods derived from statistical models for the data and the missing data mechanism, and then they apply the theory to a wide range of important missing data problems. Statistical Analysis with Missing Data, Third Edition starts by introducing readers to the subject and approaches toward solving it. It looks at the patterns and mechanisms that create the missing data, as well as a taxonomy of missing data. It then goes on to examine missing data in experiments, before discussing complete-case and available-case analysis, including weighting methods. The new edition expands its coverage to include recent work on topics such as nonresponse in sample surveys, causal inference, diagnostic methods, and sensitivity analysis, among a host of other topics.Vrsta gradiva - knjiga ; neleposlovje za odrasleIzdaja - 3rd ed.Založništvo in izdelava - Hoboken (USA) : John Wiley & Sons, 2020Jezik - angleškiISBN - 978-0-470-52679-8COBISS.SI-ID - 36462429
Avtor
Little, Roderick J. A.
Drugi avtorji
Rubin, Donald B.
Teme
Matematična statistika |
Mathematical statistics |
Mathematical statistics |
Problems, exercises, etc |
Missing observations (Statistics) |
Missing observations (Statistics) |
Problems, exercises, etc |
Statistični podatki |
Statistical data |
Analiza podatkov |
Data analysis |
statistika |
statistične metode |
podatki |
analiza |
primeri |
verjetnost |
statistics |
statistical methods |
data |
analysis |
cases |
probability
Knjižnica | Signatura – lokacija, inventarna št. ... | Status izvoda |
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EF, Centralna ekonomska knjižnica, Ljubljana | · Prosti p. N1 LITTLE R. J. A. Statistical analysis IN: 000252789 |
prosto - na dom, čas izposoje: 1 mes. |
FDV, Osrednja družboslovna knjižnica J. Goričarja, Ljubljana | K 51 LITTLE, R. J. A. Statistical Prosti pristop |
izposojeno - na dom, rok vrnitve: 30.10.2025
Predvidoma na voljo po: 03.11.2025 (1. v čakalni vrsti) |
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Povezave do osebnih bibliografij avtorjev | Povezave do podatkov o raziskovalcih v sistemu SICRIS |
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Little, Roderick J. A. | |
Rubin, Donald B. |
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