Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models [Audiobook] download free by Eric Vittinghoff
- Listen audiobook: Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models
- Author: Eric Vittinghoff
- Release date: 2012/4/14
- Publisher: SPRINGER-VERLAG NEW YORK INC.
- Language: English
- Genre or Collection: Teaching Resources and Education
- ISBN: 9781461413523
- Rating: 9.56 of 10
- Votes: 119
- Review by: Verdie Hinkle
- Review rating: 8.22 of 10
- Review Date: 2018/9/28
- Duration: 6H31M25S in 256 kbps (102.4 MB)
- Date of creation of the audiobook: 2018-08-23
- You can listen to this audiobook in formats: WAV, MPEG4, WMA, MP3, FLAC, WMA Lossless, AAC (compression RAR, ACE, RPM, ZIP)
- Total pages original book: 512
- Includes a PDF summary of 60 pages
- Duration of the summary (audio): 45M52S (12 MB)
- Description or summary of the audiobook: This new book provides a unified, in-depth, readable introduction to the multipredictor regression methods most widely used in biostatistics: linear models for continuous outcomes, logistic models for binary outcomes, the Cox model for right-censored survival times, repeated-measures models for longitudinal and hierarchical outcomes, and generalized linear models for counts and other outcomes. Treating these topics together takes advantage of all they have in common. The authors point out the many-shared elements in the methods they present for selecting, estimating, checking, and interpreting each of these models. They also show that these regression methods deal with confounding, mediation, and interaction of causal effects in essentially the same way. The examples, analyzed using Stata, are drawn from the biomedical context but generalize to other areas of application. While a first course in statistics is assumed, a chapter reviewing basic statistical methods is included. Some advanced topics are covered but the presentation remains intuitive. A brief introduction to regression analysis of complex surveys and notes for further reading are provided.
- Other categories, genre or collection: Epidemiology & Medical Statistics, Biology, Life Sciences, Probability & Statistics, Public Health & Preventive Medicine, Teaching Resources & Education, Medical Administration & Management, Medical Research
- Download servers: FreakShare, BitShare, Racaty, Mejor Torrent, Microsoft OneDrive, 4Shared, FileServe, MEGA, Torrent, EasyBytez. Compressed in RAR, ACE, RPM, ZIP
- Format: Hardback
- Approximate value: 107.61 USD
- Dimensions: 155x235x38.1mm
- Weight: 955g
- Printed by: Not Available
- Published in: New York, NY, United States
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