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SOLUTIONS MANUAL for Statistical Computing with R, 2nd Edition by Maria Rizzo | All 15 Chapters $32.66   Add to cart
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SOLUTIONS MANUAL for Statistical Computing with R, 2nd Edition by Maria Rizzo | All 15 Chapters
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SOLUTIONS MANUAL for Statistical Computing with R, 2nd Edition by Maria Rizzo ISBN 9781466553323, ISBN 9780429192760 _ TABLE OF CONTENTS_ CHAPTER 1 Introduction CHAPTER 3 Methods for Generating Ran dom Variables CHAPTER 4 Generating Random Processes CHAPTER 5 Visualization of Multivariate Data CHAP...

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  • October 10, 2023
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,Statistical Computing with R Second Edition
Instructor Solution Manual

Maria L. Rizzo

June 30, 2019

,Contents

1 Introduction 3

3 Methods for Generating Random Variables 12

4 Generating Random Processes 33

5 Visualization of Multivariate Data 37

6 Monte Carlo Integration and Variance Reduction 69

7 Monte Carlo Methods in Inference 85

8 Bootstrap and Jackknife 99

9 Resampling Applications 120

10 Permutation Tests 140

11 Markov Chain Monte Carlo Methods 156

12 Density Estimation 194

13 Introduction to Numerical Methods in R 218

14 Optimization 226

15 Programming Topics 230




2

, Chapter 1

Introduction

1.1 Generate a random sample x1 , . . . , x100 of data from the t4 (df=4) distri-
bution using the rt function. Use the MASS::truehist function to display a
probability histogram of the sample.

library(MASS)
x <- rt(100, df = 4)
truehist(x)
0.25
0.20
0.15
0.10
0.05
0.00




−10 −5 0 5 10 15

x




1.2 Add the t4 density curve (dt) to your histogram in Exercise 1.1 using the
curve function with add=TRUE.

3

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