語系:
繁體中文
English
說明(常見問題)
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Regression Analysis in Medical Resea...
~
SpringerLink (Online service)
Regression Analysis in Medical Research = for Starters and 2nd Levelers /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Regression Analysis in Medical Research/ by Ton J. Cleophas, Aeilko H. Zwinderman.
其他題名:
for Starters and 2nd Levelers /
作者:
Cleophas, Ton J.
其他作者:
Zwinderman, Aeilko H.
面頁冊數:
XII, 426 p. 511 illus., 65 illus. in color.online resource. :
Contained By:
Springer Nature eBook
標題:
Biostatistics. -
電子資源:
https://doi.org/10.1007/978-3-319-71937-5
ISBN:
9783319719375
Regression Analysis in Medical Research = for Starters and 2nd Levelers /
Cleophas, Ton J.
Regression Analysis in Medical Research
for Starters and 2nd Levelers /[electronic resource] :by Ton J. Cleophas, Aeilko H. Zwinderman. - 1st ed. 2018. - XII, 426 p. 511 illus., 65 illus. in color.online resource.
Preface -- Continuous Outcome Regressions -- Dichotomous Outcome Regressions -- Confirmative Regressions -- Dichotomous Regressions Other than Logistic and Cox -- Polytomous Outcome Regressions -- Time to Event Regressions other than Traditional Cox -- Analysis of Variance (ANOVA) -- Repeated Outcome Regressions -- Methodologies for Better Fit of Categorical Predictors -- Laplace Regressions, Multi- instead of Mono-Exponential Models -- Regressions For Making Extrapolations -- Standardized Regression Coefficients -- Multivariate Analysis of Variance and Canonical Regression -- More on Poisson Regressions -- Regression Trend Testing -- Optimal Scaling and Automatic Linear Regression -- Spline Regressions -- More on Nonlinear Regressions -- Special Forms of Continuous Outcome Regressions -- Regressions for Quantitative Diagnostic Testing -- Regressions, a Panacee or at Least a Widespread Help for Data Analyses -- Regression Trees -- Regressions with Latent Variables -- Partial Correlations -- Functional Data Analysis I -- Functional Data Analysis II -- Index.
This edition is a pretty complete textbook and tutorial for medical and health care students, as well as a recollection/update bench, and help desk for professionals. Novel approaches already applied in published clinical research will be addressed: matrix analyses, alpha spending, gate keeping, kriging, interval censored regressions, causality regressions, canonical regressions, quasi-likelihood regressions, novel non-parametric regressions. Each chapter can be studied as a stand-alone, and covers one field in the fast growing world of regression analyses. The authors, as professors in statistics and machine learning at European universities, are worried, that their students find regression-analyses harder than any other methodology in statistics. This is serious, because almost all of the novel methodologies in current data mining and data analysis include elements of regression-analysis. It is the main incentive for writing this 28 chapter edition, consistent of - 28 major fields of regression analysis, - their condensed maths, - their applications in medical and health research as published so far, - step by step analyses for self-assessment, - conclusion and reference sections. Traditional regression analysis is adequate for epidemiology, but lacks the precision required for clinical investigations. However, in the past two decades modern regression methods have proven to be much more precise. And so it is time, that a book described regression analyses for clinicians. The current edition is the first to do so. It is written for a non-mathematical readership. Self-assessment data-files are provided through Springer' s "Extras Online". .
ISBN: 9783319719375
Standard No.: 10.1007/978-3-319-71937-5doiSubjects--Topical Terms:
783654
Biostatistics.
LC Class. No.: QH323.5
Dewey Class. No.: 570.15195
Regression Analysis in Medical Research = for Starters and 2nd Levelers /
LDR
:04151nam a22003975i 4500
001
997669
003
DE-He213
005
20200705124620.0
007
cr nn 008mamaa
008
201225s2018 gw | s |||| 0|eng d
020
$a
9783319719375
$9
978-3-319-71937-5
024
7
$a
10.1007/978-3-319-71937-5
$2
doi
035
$a
978-3-319-71937-5
050
4
$a
QH323.5
072
7
$a
PSA
$2
bicssc
072
7
$a
SCI086000
$2
bisacsh
072
7
$a
PSA
$2
thema
082
0 4
$a
570.15195
$2
23
100
1
$a
Cleophas, Ton J.
$4
aut
$4
http://id.loc.gov/vocabulary/relators/aut
$3
785606
245
1 0
$a
Regression Analysis in Medical Research
$h
[electronic resource] :
$b
for Starters and 2nd Levelers /
$c
by Ton J. Cleophas, Aeilko H. Zwinderman.
250
$a
1st ed. 2018.
264
1
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2018.
300
$a
XII, 426 p. 511 illus., 65 illus. in color.
$b
online resource.
336
$a
text
$b
txt
$2
rdacontent
337
$a
computer
$b
c
$2
rdamedia
338
$a
online resource
$b
cr
$2
rdacarrier
347
$a
text file
$b
PDF
$2
rda
505
0
$a
Preface -- Continuous Outcome Regressions -- Dichotomous Outcome Regressions -- Confirmative Regressions -- Dichotomous Regressions Other than Logistic and Cox -- Polytomous Outcome Regressions -- Time to Event Regressions other than Traditional Cox -- Analysis of Variance (ANOVA) -- Repeated Outcome Regressions -- Methodologies for Better Fit of Categorical Predictors -- Laplace Regressions, Multi- instead of Mono-Exponential Models -- Regressions For Making Extrapolations -- Standardized Regression Coefficients -- Multivariate Analysis of Variance and Canonical Regression -- More on Poisson Regressions -- Regression Trend Testing -- Optimal Scaling and Automatic Linear Regression -- Spline Regressions -- More on Nonlinear Regressions -- Special Forms of Continuous Outcome Regressions -- Regressions for Quantitative Diagnostic Testing -- Regressions, a Panacee or at Least a Widespread Help for Data Analyses -- Regression Trees -- Regressions with Latent Variables -- Partial Correlations -- Functional Data Analysis I -- Functional Data Analysis II -- Index.
520
$a
This edition is a pretty complete textbook and tutorial for medical and health care students, as well as a recollection/update bench, and help desk for professionals. Novel approaches already applied in published clinical research will be addressed: matrix analyses, alpha spending, gate keeping, kriging, interval censored regressions, causality regressions, canonical regressions, quasi-likelihood regressions, novel non-parametric regressions. Each chapter can be studied as a stand-alone, and covers one field in the fast growing world of regression analyses. The authors, as professors in statistics and machine learning at European universities, are worried, that their students find regression-analyses harder than any other methodology in statistics. This is serious, because almost all of the novel methodologies in current data mining and data analysis include elements of regression-analysis. It is the main incentive for writing this 28 chapter edition, consistent of - 28 major fields of regression analysis, - their condensed maths, - their applications in medical and health research as published so far, - step by step analyses for self-assessment, - conclusion and reference sections. Traditional regression analysis is adequate for epidemiology, but lacks the precision required for clinical investigations. However, in the past two decades modern regression methods have proven to be much more precise. And so it is time, that a book described regression analyses for clinicians. The current edition is the first to do so. It is written for a non-mathematical readership. Self-assessment data-files are provided through Springer' s "Extras Online". .
650
0
$a
Biostatistics.
$3
783654
650
0
$a
Medicine.
$3
644133
650
2 4
$a
Medicine/Public Health, general.
$3
668810
700
1
$a
Zwinderman, Aeilko H.
$4
aut
$4
http://id.loc.gov/vocabulary/relators/aut
$3
785607
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer Nature eBook
776
0 8
$i
Printed edition:
$z
9783319719368
776
0 8
$i
Printed edition:
$z
9783319719382
776
0 8
$i
Printed edition:
$z
9783319891231
856
4 0
$u
https://doi.org/10.1007/978-3-319-71937-5
912
$a
ZDB-2-SBL
912
$a
ZDB-2-SXB
950
$a
Biomedical and Life Sciences (SpringerNature-11642)
950
$a
Biomedical and Life Sciences (R0) (SpringerNature-43708)
筆 0 讀者評論
多媒體
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼[密碼必須為2種組合(英文和數字)及長度為10碼以上]
登入