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Understanding and Applying Basic Statistical Methods Using R

Detalles Bibliográficos
Autor principal: Wilcox, Rand R.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Newark : John Wiley & Sons, Incorporated, 2016.
Colección:New York Academy of Sciences Ser.
Temas:
Acceso en línea:Texto completo

MARC

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082 0 4 |a 519.502855133  |q OCoLC  |2 23/eng/20230216 
049 |a UAMI 
100 1 |a Wilcox, Rand R. 
245 1 0 |a Understanding and Applying Basic Statistical Methods Using R  |h [electronic resource]. 
260 |a Newark :  |b John Wiley & Sons, Incorporated,  |c 2016. 
300 |a 1 online resource (501 p.). 
490 1 |a New York Academy of Sciences Ser. 
500 |a Description based upon print version of record. 
505 0 |a Cover -- Title Page -- Copyright -- Contents -- List of Symbols -- Preface -- About the Companion Website -- Chapter 1 Introduction -- 1.1 Samples Versus Populations -- 1.2 Comments on Software -- 1.3 R Basics -- 1.3.1 Entering Data -- 1.3.2 Arithmetic Operations -- 1.3.3 Storage Types and Modes -- 1.3.4 Identifying and Analyzing Special Cases -- 1.4 R Packages -- 1.5 Access to Data Used in this Book -- 1.6 Accessing More Detailed Answers to the Exercises -- 1.7 Exercises -- Chapter 2 Numerical Summaries of Data -- 2.1 Summation Notation -- 2.2 Measures of Location -- 2.2.1 The Sample Mean 
505 8 |a 2.2.2 The Median -- 2.2.3 Sample Mean versus Sample Median -- 2.2.4 Trimmed Mean -- 2.2.5 R function mean, tmean, and median -- 2.3 Quartiles -- 2.3.1 R function idealf and summary -- 2.4 Measures of Variation -- 2.4.1 The Range -- 2.4.2 R function Range -- 2.4.3 Deviation Scores, Variance, and Standard Deviation -- 2.4.4 R Functions var and sd -- 2.4.5 The Interquartile Range -- 2.4.6 MAD and the Winsorized Variance -- 2.4.7 R Functions winvar, winsd, idealfIQR, and mad -- 2.5 Detecting Outliers -- 2.5.1 A Classic Outlier Detection Method -- 2.5.2 The Boxplot Rule -- 2.5.3 The MAD-Median Rule 
505 8 |a 2.5.4 R Functions outms, outbox, and out -- 2.6 Skipped Measures of Location -- 2.6.1 R Function MOM -- 2.7 Summary -- 2.8 Exercises -- Chapter 3 Plots Plus More Basics on Summarizing Data -- 3.1 Plotting Relative Frequencies -- 3.1.1 R Functions table, plot, splot, barplot, and cumsum -- 3.1.2 Computing the Mean and Variance Based on the Relative Frequencies -- 3.1.3 Some Features of the Mean and Variance -- 3.2 Histograms and Kernel Density Estimators -- 3.2.1 R Function hist -- 3.2.2 What Do Histograms Tell Us? -- 3.2.3 Populations, Samples, and Potential Concerns about Histograms 
505 8 |a 3.2.4 Kernel Density Estimators -- 3.2.5 R Functions Density and Akerd -- 3.3 Boxplots and Stem-and-Leaf Displays -- 3.3.1 R Function stem -- 3.3.2 Boxplot -- 3.3.3 R Function boxplot -- 3.4 Summary -- 3.5 Exercises -- Chapter 4 Probability and Related Concepts -- 4.1 The Meaning of Probability -- 4.2 Probability Functions -- 4.3 Expected Values, Population Mean and Variance -- 4.3.1 Population Variance -- 4.4 Conditional Probability and Independence -- 4.4.1 Independence and Dependence -- 4.5 The Binomial Probability Function -- 4.5.1 R Functions dbinom and pbinom -- 4.6 The Normal Distribution 
505 8 |a 4.6.1 Some Remarks about the Normal Distribution -- 4.6.2 The Standard Normal Distribution -- 4.6.3 Computing Probabilities for Any Normal Distribution -- 4.6.4 R Functions pnorm and qnorm -- 4.7 Nonnormality and The Population Variance -- 4.7.1 Skewed Distributions -- 4.7.2 Comments on Transforming Data -- 4.8 Summary -- 4.9 Exercises -- Chapter 5 Sampling Distributions -- 5.1 Sampling Distribution of P, the Proportion of Successes -- 5.2 Sampling Distribution of the Mean Under Normality -- 5.2.1 Determining Probabilities Associated with the Sample Mean 
500 |a 5.2.2 But Typically Is Not Known. Now What? 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
655 0 |a Electronic books. 
758 |i has work:  |a Understanding and applying basic statistical methods using R (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCGkCHTTCDw8YMXcCT7h9Mq  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Wilcox, Rand R.  |t Understanding and Applying Basic Statistical Methods Using R  |d Newark : John Wiley & Sons, Incorporated,c2016  |z 9781119061397 
830 0 |a New York Academy of Sciences Ser. 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=7104394  |z Texto completo 
938 |a ProQuest Ebook Central  |b EBLB  |n EBL7104394 
994 |a 92  |b IZTAP