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Modern analysis of biological data : generalized linear models in R /
Book written "for people who have only a basic knowledge of statistics (for example, people who have attended only a Basic statistics/Biostatistics course) but who need to correctly analyse the data resulting from their observations or experiments"--Page IX
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Brno :
Masaryk University Press,
2016.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000 i 4500 | ||
|---|---|---|---|
| 001 | EBSCO_ocn992167275 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr cnu---unuuu | ||
| 008 | 170629s2016 xr ad ob 001 0 eng d | ||
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| 020 | |a 9788021081062 |q (electronic bk.) | ||
| 020 | |a 8021081066 |q (electronic bk.) | ||
| 020 | |z 9788021080195 | ||
| 020 | |z 8021080191 | ||
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| 100 | 1 | |a Pekár, Stano, |e author. | |
| 245 | 1 | 0 | |a Modern analysis of biological data : |b generalized linear models in R / |c Stano Pekar, Marek Brabec. |
| 246 | 3 | 0 | |a Generalized linear models in R |
| 264 | 1 | |a Brno : |b Masaryk University Press, |c 2016. | |
| 300 | |a 1 online resource (245 pages) : |b graphs | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references (pages 237-238) and index. | ||
| 505 | 2 | |a Statistical software. The R environment ; Installation and use of R ; Basic operations ; Data frames -- Exploratory data analysis (EDA). Expected value ; Variance ; Confidence intervals ; Summary tables ; Plots ; Distribution plots ; Scatter plots ; Box plots ; Lattice plots ; Interaction plots ; Bar plots ; Paired plots ; 3D plots ; Plots with whiskers ; Curves -- Statistical modelling. Regression model ; General linear model ; Generalized linear model ; Searching for the "correct" model ; Model selection ; Model diagnosis -- The first trial. An example ; EDA ; Presumed model ; Statistical analysis ; ANOVA table of Type I ; Nonlinear trends ; Removal of model terms ; Comparison of levels using contrasts ; Contrasts and the model parameterization ; Posterior simplification ; Diagnosis of the final model -- Systematic part. Regression ; ANOVA and ANODEV ; ANCOVA and ANCODEV ; Syntax of the systematic part -- Random part. Continuous measurements ; Counts and frequencies ; Relative frequencies -- Gaussian distribution. Description of LM and GLM ; Regression ; Weighted regression ; Multiple regression ; Two-way ANOVA ; One-way ANCOVA -- Gamma and lognormal distributions. Description of the Gamma model ; Description of the lognormal model ; Regression ; Two-way ANODEV ; Two-way ANCOVA -- Poisson distribution. Description of the Poisson model ; One-way ANODEV ; Overdispersion and underdispersion ; Multiple regression ; One-way ANCODEV ; Three-way ANODEV (Contingency table) -- Negative-bionomial distribution. Description of the negative-bionomial model ; One-way ANODEV -- Bionomial distribution. Description of bionomial model ; Two-way ANODEV ; Overdispersion and underdispersion ; Regression ; One-way ANCODEV ; Binary one-way ANCODEV. | |
| 520 | |a Book written "for people who have only a basic knowledge of statistics (for example, people who have attended only a Basic statistics/Biostatistics course) but who need to correctly analyse the data resulting from their observations or experiments"--Page IX | ||
| 588 | 0 | |a Print version record. | |
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Quantitative research. | |
| 650 | 0 | |a Analysis of variance. | |
| 650 | 0 | |a Gaussian distribution. | |
| 650 | 0 | |a Lognormal distribution. | |
| 650 | 0 | |a Poisson distribution. | |
| 650 | 0 | |a Distribution (Probability theory) | |
| 650 | 6 | |a Recherche quantitative. | |
| 650 | 6 | |a Analyse de variance. | |
| 650 | 6 | |a Loi de Gauss (Statistique) | |
| 650 | 6 | |a Distribution lognormale. | |
| 650 | 6 | |a Distribution de Poisson. | |
| 650 | 6 | |a Distribution (Théorie des probabilités) | |
| 650 | 7 | |a distribution (statistics-related concept) |2 aat | |
| 650 | 7 | |a MATHEMATICS |x Applied. |2 bisacsh | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a Analysis of variance. |2 fast |0 (OCoLC)fst00808330 | |
| 650 | 7 | |a Distribution (Probability theory) |2 fast |0 (OCoLC)fst00895600 | |
| 650 | 7 | |a Gaussian distribution. |2 fast |0 (OCoLC)fst00939018 | |
| 650 | 7 | |a Lognormal distribution. |2 fast |0 (OCoLC)fst01002115 | |
| 650 | 7 | |a Poisson distribution. |2 fast |0 (OCoLC)fst01068206 | |
| 650 | 7 | |a Quantitative research. |2 fast |0 (OCoLC)fst01742283 | |
| 700 | 1 | |a Brabec, Marek, |e author. | |
| 776 | 0 | 8 | |i Print version: |a Pekar, Stano. |t Modern analysis of biological data. |d Brno : Masaryk University Press, 2016 |z 9788021080195 |w (OCoLC)991599485 |
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