000			02374cam a22003257a 4500
003			CUTN
005			20171206145627.0
008			080626s2008 nyua b 001 0 eng d
020			_a9780387790534
020			_a0387790535
082	0	0	_a519.502 _222 _bDAL
100	1		_aDalgaard, Peter.
245	1	0	_aIntroductory statistics with R / _cPeter Dalgaard.
250			_a2nd ed.
260			_aNew York : _bSpringer, _cc2008.
300			_axvi, 363 p. : _bill. ; _c24 cm.
440		0	_aStatistics and computing,
500			_aThis book provides an elementary-level introduction to R, targeting both non-statistician scientists in various fields and students of statistics. The main mode of presentation is via code examples with liberal commenting of the code and the output, from the computational as well as the statistical viewpoint. Brief sections introduce the statistical methods before they are used. A supplementary R package can be downloaded and contains the data sets. All examples are directly runnable and all graphics in the text are generated from the examples. The statistical methodology covered includes statistical standard distributions, one- and two-sample tests with continuous data, regression analysis, one-and two-way analysis of variance, regression analysis, analysis of tabular data, and sample size calculations. In addition, the last four chapters contain introductions to multiple linear regression analysis, linear models in general, logistic regression, and survival analysis.
505			_aBasics -- The R environment -- Probability and distributions -- Descriptive statistics and graphics -- One- and two-sample tests -- Regression and correlation -- Analysis of variance and the Kruskal-Wallis test -- Tabular data -- Power and the computation of sample size -- Advanced data handling -- Multiple regression -- Linear models -- Logistic regression -- Survival analysis -- Rates and Poisson regression -- Nonlinear curve fitting.
650		0	_aStatistics
650		0	_aMathematical statistics
650		0	_aBioinformatics
650		0	_aMathematical & Statistical Software
650		0	_aProbability & Statistics
650		0	_aR (Computer program language)
942			_2ddc _cBOOKS
440		0	_x1431-8784
504			_aIncludes bibliographical references (p. [355]-356) and index.
650		0	_xData processing.
999			_c24197 _d24197