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160722s2016 enk ob 001 0 eng d |
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|z 9781785480881
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|a 610.2/1
|2 23
|
| 100 |
1 |
|
|a Lalanne, Christophe.
|
| 245 |
1 |
0 |
|a Biostatistics and computer-based analysis of health data using R /
|c Christophe Lalanne, Mounir Mesbah.
|
| 260 |
|
|
|a London, UK :
|b ISTE Press, Ltd. ;
|a Kidlington, Oxford :
|b Elsevier,
|c 2016.
|
| 300 |
|
|
|a 1 online resource (208 pages)
|
| 336 |
|
|
|a text
|b txt
|2 rdacontent
|
| 337 |
|
|
|a computer
|b c
|2 rdamedia
|
| 338 |
|
|
|a online resource
|b cr
|2 rdacarrier
|
| 490 |
0 |
|
|a Biostatistics and Health Science Set
|
| 504 |
|
|
|a Includes bibliographical references and index.
|
| 588 |
0 |
|
|a Print version record.
|
| 505 |
0 |
|
|a Front Cover ; Biostatistics and Computer-based Analysis of Health Data using R ; Copyright ; Contents; Introduction; Chapter 1: Elements of the Language ; 1.1. Before proceeding ; 1.2. Data representation in R ; 1.3. Selection of observations ; 1.4. Representation and processing of missing values; 1.5. Importing and storing data ; 1.6. Multidimensional data management ; 1.7. Key points; 1.8. Going further; 1.9. Applications; Chapter 2: Descriptive Statistics and Estimation; 2.1. Summarizing a numerical variable ; 2.2. Summarizing a categorical variable.
|
| 505 |
8 |
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|a 2.3. Graphically representing the distribution of a variable2.4. Interval estimation for a mean or a proportion ; 2.5. Key points; 2.6. Applications; Chapter 3: Measures and Tests of Association Between Two Variables; 3.1. Bivariate descriptive statistics ; 3.2. Comparisons of two group means; 3.3. Comparisons of proportions ; 3.4. Risk and odds ratio measures; 3.5. Non-parametric approaches and exact tests; 3.6. Key points; 3.7. Going further; 3.8. Applications; Chapter 4: Analysis of Variance and Experimental Design; 4.1. Data representation and descriptive statistics ; 4.2. One-way ANOVA.
|
| 505 |
8 |
|
|a 4.3. Non-parametric one-way ANOVA4.4. Two-way ANOVA; 4.5. Key points; 4.6. Applications; Chapter 5: Correlation and Linear Regression; 5.1. Descriptive statistics; 5.2. Simple linear regression ; 5.3. Multiple linear regression; 5.4. Key points; 5.5. Going further; 5.6. Applications; Chapter 6: Measures of Association in Epidemiology and Logistic Regression; 6.1. Contingency tables and measures of association ; 6.2. Diagnostic studies; 6.3. Logistic regression; 6.4. ROC curve; 6.5. Key points; 6.6. Applications; Chapter 7: Survival Data Analysis.
|
| 505 |
8 |
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|a 7.1. Data representation and descriptive statistics 7.2. Survival function and Kaplan-Meier curve ; 7.3. Cox regression; 7.4. Key points; 7.5. Going further; 7.6. Applications; Appendix 1: Introduction to RStudio; A1.1. Getting started; A1.2. Writing R scripts; A1.3. Management of the R session; Appendix 2: Graphs with the Lattice Package; A2.1. Why the lattice package?; A2.2. Principal types of graphics; A2.3. General options for the customization of charts ; A2.4. Specific options; A2.5. Graphical composition; A2.6. Going further; Appendix 3: The Hmisc and rms Packages.
|
| 505 |
8 |
|
|a A3.1. The Hmisc essential commands A3.2. Descriptive statistics; A3.3. The essential rms commands; Bibliography; Index; Back Cover.
|
| 650 |
|
0 |
|a Medical statistics.
|
| 650 |
|
0 |
|a Biometry.
|
| 650 |
|
0 |
|a R (Computer program language)
|
| 650 |
|
2 |
|a Biostatistics
|0 (DNLM)D056808
|
| 650 |
|
2 |
|a Biometry
|0 (DNLM)D001699
|
| 650 |
|
6 |
|a Biom�etrie.
|0 (CaQQLa)201-0041293
|
| 650 |
|
6 |
|a R (Langage de programmation)
|0 (CaQQLa)201-0368319
|
| 650 |
|
7 |
|a biometrics.
|2 aat
|0 (CStmoGRI)aat300054526
|
| 650 |
|
7 |
|a HEALTH & FITNESS
|x Holism.
|2 bisacsh
|
| 650 |
|
7 |
|a HEALTH & FITNESS
|x Reference.
|2 bisacsh
|
| 650 |
|
7 |
|a MEDICAL
|x Alternative Medicine.
|2 bisacsh
|
| 650 |
|
7 |
|a MEDICAL
|x Atlases.
|2 bisacsh
|
| 650 |
|
7 |
|a MEDICAL
|x Essays.
|2 bisacsh
|
| 650 |
|
7 |
|a MEDICAL
|x Family & General Practice.
|2 bisacsh
|
| 650 |
|
7 |
|a MEDICAL
|x Holistic Medicine.
|2 bisacsh
|
| 650 |
|
7 |
|a MEDICAL
|x Osteopathy.
|2 bisacsh
|
| 650 |
|
7 |
|a Biometry
|2 fast
|0 (OCoLC)fst00832611
|
| 650 |
|
7 |
|a Medical statistics
|2 fast
|0 (OCoLC)fst01014672
|
| 650 |
|
7 |
|a R (Computer program language)
|2 fast
|0 (OCoLC)fst01086207
|
| 655 |
|
7 |
|a Medical statistics
|2 fast
|0 (OCoLC)fst01423729
|
| 655 |
|
7 |
|a Biostatistics
|2 fast
|0 (OCoLC)fst02009945
|
| 655 |
|
7 |
|a Medical statistics.
|2 lcgft
|
| 655 |
|
7 |
|a Biostatistics.
|2 lcgft
|
| 700 |
1 |
|
|a Mesbah, Mounir.
|
| 776 |
0 |
8 |
|i Print version:
|a Lalanne, Christophe.
|t Biostatistics and computer-based analysis of health data using R.
|d London, UK : ISTE Press, Ltd. ; Kidlington, Oxford : Elsevier, 2016
|z 9781785480881
|z 178548088X
|w (OCoLC)931167044
|
| 856 |
4 |
0 |
|u https://sciencedirect.uam.elogim.com/science/book/9781785480881
|z Texto completo
|
