| Main Title |
Environmental and ecological statistics with R / |
| Author |
Qian, Song S.
|
| Publisher |
Chapman & Hall/CRC, |
| Year Published |
2010 |
| OCLC Number |
425960032 |
| ISBN |
9781420062069; 1420062069 |
| Subjects |
Environmental sciences--Statistical methods ;
Ecology--Statistical methods ;
R (Computer program language) ;
Sciences de l'environnement--Méthodes statistiques ;
âEcologie--Méthodes statistiques ;
R (logiciel)
|
| Holdings |
| Library |
Call Number |
Additional Info |
Location |
Last
Modified |
Checkout
Status |
| EKBM |
GE45.S73Q25 2010 |
|
Research Triangle Park Library/RTP, NC |
01/30/2017 |
| EMAM |
GE45.S73.Q536 2010 |
|
Region 6 Library/Dallas,TX |
08/16/2011 |
|
| Collation |
xix, 421 pages : illustrations ; 24 cm. |
| Notes |
Includes bibliographical references (pages 409-416) and index. |
| Contents Notes |
pt. 1. Basic concepts. Introduction. The Everglades example ; Statistical issues -- R. What is R? ; Getting started with R ; The R commander -- Statistical assumptions. The normality assumption ; The independence assumption ; The constant variance assumption ; Exploratory data analysis ; From graphs to statistical thinking -- Statistical inference. Estimation of population mean and confidence interval ; Hypothesis testing ; A general procedure ; Nonparametric methods for hypothesis testing ; Significance level [alpha], power 1 -- [beta], and p-value ; One-way analysis of variance ; Examples -- pt. 2. Statistical modeling. Linear models. ANOVA as a linear model ; Simple and multiple linear regression models ; General considerations in building a predictive model ; Uncertainty in model predictions ; Two-way ANOVA -- Nonlinear models. Nonlinear regression ; Smoothing ; Smoothing and additive models -- Classification and regression tree. The Willamette River example ; Statistical methods ; Comments -- Generalized linear model. Logistic regression ; Model interpretation ; Diagnostics ; Seed predation by rodents : a second example of logistic regression ; Poisson regression model ; Generalized additive models -- pt. 3. Advanced statistical modeling. Simulation for model checking and statistical inference. Simulation ; Summarizing linear and nonlinear regression using simulation ; Simulation based on re-sampling -- Multilevel regression. Multilevel structure and exchangeability ; Multilevel ANOVA ; Multilevel linear regression ; Generalized multilevel models. |
| Place Published |
Boca Raton, FL |
| Title Ser Add Ent |
Applied environmental statistics. |
| PUB Date Free Form |
©2010 |
| Series Title Untraced |
Chapman & Hall/CRC applied environmental statistics |
| BIB Level |
m |
| Medium |
unmediated |
| Content |
text |
| Carrier |
volume |
| Cataloging Source |
OCLC/T |
| LCCN |
2009027077 |
| Merged OCLC records |
317453414 |
| OCLC Time Stamp |
20170127082945 |
| Language |
eng |
| Origin |
OCLC |
| Type |
CAT |
| OCLC Rec Leader |
03435cam 2200481 a 45010 |
