Applied longitudinal analysis /
"Since the publication of the first edition, the authors have solicited feedback from both the instructors who use the book as a text for their courses as well as the researchers who use the book as a resource for their research. Thus, the improved Second Edition of Applied Longitudinal Analysi...
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| வடிவமà¯: | பà¯à®¤à¯à®¤à®•à®®à¯ |
| மொழி: | English |
| வெளியீடபà¯à®ªà®Ÿà¯à®Ÿà®¤à¯: |
Hoboken, N.J. :
Wiley,
c2011.
|
| பதிபà¯à®ªà¯: | 2nd ed. |
| தொகà¯à®¤à®¿: | Wiley series in probability and statistics.
|
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| கà¯à®±à®¿à®¯à¯€à®Ÿà¯à®•à®³à¯: |
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| LEADER | 03031cam a2200493 a 4500 | ||
|---|---|---|---|
| 001 | 012900077-9 | ||
| 005 | 20120608185757.0 | ||
| 008 | 110322s2011 njua b 001 0 eng | ||
| 010 | |a 2011012197 | ||
| 020 | |a 9780470380277 (hardback) | ||
| 020 | |a 0470380276 (hardback) | ||
| 035 | 0 | |a ocn708358043 | |
| 040 | |a DLC |c DLC |d YDX |d YDXCP | ||
| 042 | |a pcc | ||
| 050 | 0 | 0 | |a QA278 |b .F575 2011 |
| 060 | 4 | |a WA 950 |b F557a 2011 | |
| 082 | 0 | 0 | |a 519.5/3 |2 22 |
| 084 | |a MAT029000 |2 bisacsh | ||
| 100 | 1 | |a Fitzmaurice, Garrett M., |d 1962- | |
| 245 | 1 | 0 | |a Applied longitudinal analysis / |c Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware. |
| 250 | |a 2nd ed. | ||
| 260 | |a Hoboken, N.J. : |b Wiley, |c c2011. | ||
| 300 | |a xxv, 701 p. : |b ill. ; |c 25 cm. | ||
| 490 | 1 | |a Wiley series in probability and statistics | |
| 520 | |a "Since the publication of the first edition, the authors have solicited feedback from both the instructors who use the book as a text for their courses as well as the researchers who use the book as a resource for their research. Thus, the improved Second Edition of Applied Longitudinal Analysis features many additions and revisions based on the feedback of readers, making it the go-to reference for applied use in public health, epidemiology, and pharmaceutical sciences"-- |c Provided by publisher. | ||
| 504 | |a Includes bibliographical references (p. 671-693) and index. | ||
| 505 | 0 | |a Longitudinal and clustered data -- Longitudinal data: basic concepts -- overview of linear models for longitudinal data -- Estimation and statistics inference -- Modeling the mean: analyzing response profiles -- Modeling the mean: parametric curves -- Modeling the covariance -- Linear mixed effect models -- Fixed effects versus random effects models -- Residual analyses and diagnostics -- Review of generalized linear models -- Marginal models: introduction and overview -- Marginal models: generalized estimating equations (GEE) -- Generalized linear mixed effect models -- Generalized linear mixed effect models: approximate methods of estimation -- Contrasting marginal and mixed effects models -- Missing data and dropout: overview of concepts and methods -- Missing data and dropouts: multiple imputation and weighting methods -- Smoothing longitudinal data: semiparametric regression models -- Sample size and power -- Repeated measures and related designs -- Multilevel models | |
| 650 | 2 | 2 | |a Data Interpretation, Statistical. |
| 650 | 2 | 2 | |a Medicine. |
| 650 | 2 | 2 | |a Multivariate Analysis. |
| 650 | 2 | 2 | |a Regression Analysis. |
| 650 | 1 | 2 | |a Longitudinal Studies. |
| 650 | 7 | |a MATHEMATICS / Probability & Statistics / General. |2 bisacsh | |
| 650 | 0 | |a Longitudinal method. | |
| 650 | 0 | |a Regression analysis. | |
| 650 | 0 | |a Multivariate analysis. | |
| 650 | 0 | |a Medical statistics. | |
| 700 | 1 | |a Laird, Nan M., |d 1943- | |
| 700 | 1 | |a Ware, James H., |d 1941-2016. | |
| 830 | 0 | |a Wiley series in probability and statistics. | |
| 899 | |a 415_565004 | ||
| 988 | |a 20110921 | ||
| 049 | |a CLSL | ||
| 906 | |0 DLC | ||