عنوان

Environmental and ecological statistics with R /

شابک

1420062069

شابک

9781420062069

شماره

dltt

عنوان اصلي

Environmental and ecological statistics with R /

نام عام مواد

[Book]

نام نخستين پديدآور

Song S. Qian

نام خاص و کميت اثر

xix, 421 pages :

ساير جزييات

illustrations ;

ابعاد

24 cm

عنوان فروست

Chapman & Hall/CRC applied environmental statistics

متن يادداشت

Includes bibliographical references (pages 409-416) and index

متن يادداشت

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 -- part 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 -- part 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

بدون عنوان

0

موضوع مستند نشده

Ecology-- Statistical methods

موضوع مستند نشده

Environmental sciences-- Statistical methods

موضوع مستند نشده

R (Computer program language)

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Qian, Song S

تاريخ عمليات

20101201080844.0

قواعد فهرست نويسي ( بخش توصيفي )

rda

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y