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Statistical regression modeling with Rlongitudinal and multi-level modeling /
正題名/作者 ： Statistical regression modeling with R/ by Ding-Geng (Din) Chen, Jenny K. Chen.
其他題名 ： longitudinal and multi-level modeling /
作者 ： Chen, Ding-Geng.
其他作者 ： Chen, Jenny K.
出版者 ： Cham :Springer International Publishing :2021.
面頁冊數 ： xvii, 228 p. :ill., digital ;24 cm.
Contained By ： Springer Nature eBook
電子資源 ： 線上閱讀(Springer)
ISBN ： 9783030675837$q(electronic bk.)
ISBN ： 9783030675820$q(paper)
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100 1 $aChen, Ding-Geng.$3334346
245 10$aStatistical regression modeling with R$h[electronic resource] :$blongitudinal and multi-level modeling /$cby Ding-Geng (Din) Chen, Jenny K. Chen.
260 $aCham :$bSpringer International Publishing :$bImprint: Springer,$c2021.
300 $axvii, 228 p. :$bill., digital ;$c24 cm.
490 1 $aEmerging topics in statistics and biostatistics,$x2524-7735
505 0 $a1. Linear Regression -- 2. Introduction to Multi-Level Regression -- 3. Two-Level Multi-Level Modeling -- 4. Higher-Level Multi-Level Modeling -- 5. Longitudinal Data Analysis -- 6. Nonlinear Regression Modeling -- 7. Nonlinear Mixed-Effects Modeling -- 8. Generalized Linear Model -- 9. Generalized Multi-Level Model for Dichotomous Outcome -- 10. Generalized Multi-Level Model for Counts Outcome.
650 0$aRegression analysis.$3138105
650 0$aR (Computer program language)$3266393
650 14$aStatistical Theory and Methods.$3403139
650 24$aApplied Statistics.$3508414
650 24$aProfessional Computing.$3452289
700 1 $aChen, Jenny K.$3595445
710 2 $aSpringerLink (Online service)$3374217
773 0 $tSpringer Nature eBook
830 0$aEmerging topics in statistics and biostatistics.$3573810
856 40$uhttps://erm.library.ntpu.edu.tw/login?url=https://doi.org/10.1007/978-3-030-67583-7$z線上閱讀(Springer)
950 $aMathematics and Statistics (SpringerNature-11649)
Chen, Ding-Geng.
Statistical regression modeling with Rlongitudinal and multi-level modeling /[electronic resource] :by Ding-Geng (Din) Chen, Jenny K. Chen. - Cham :Springer International Publishing :2021. - xvii, 228 p. :ill., digital ;24 cm. - Emerging topics in statistics and biostatistics,2524-7735. - Emerging topics in statistics and biostatistics..
1. Linear Regression -- 2. Introduction to Multi-Level Regression -- 3. Two-Level Multi-Level Modeling -- 4. Higher-Level Multi-Level Modeling -- 5. Longitudinal Data Analysis -- 6. Nonlinear Regression Modeling -- 7. Nonlinear Mixed-Effects Modeling -- 8. Generalized Linear Model -- 9. Generalized Multi-Level Model for Dichotomous Outcome -- 10. Generalized Multi-Level Model for Counts Outcome.
ISBN: 9783030675837$q(electronic bk.)Subjects--Topical Terms:
138105
Regression analysis.
LC Class. No.: QA278.2 / .C446 2021
Dewey Class. No.: 519.536
Statistical regression modeling with Rlongitudinal and multi-level modeling /[electronic resource] :by Ding-Geng (Din) Chen, Jenny K. Chen. - Cham :Springer International Publishing :2021. - xvii, 228 p. :ill., digital ;24 cm. - Emerging topics in statistics and biostatistics,2524-7735. - Emerging topics in statistics and biostatistics..
1. Linear Regression -- 2. Introduction to Multi-Level Regression -- 3. Two-Level Multi-Level Modeling -- 4. Higher-Level Multi-Level Modeling -- 5. Longitudinal Data Analysis -- 6. Nonlinear Regression Modeling -- 7. Nonlinear Mixed-Effects Modeling -- 8. Generalized Linear Model -- 9. Generalized Multi-Level Model for Dichotomous Outcome -- 10. Generalized Multi-Level Model for Counts Outcome.
ISBN: 9783030675837$q(electronic bk.)Subjects--Topical Terms:
138105
Regression analysis.
LC Class. No.: QA278.2 / .C446 2021
Dewey Class. No.: 519.536
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