Introduction to Scientific Programming and Simulation Using R

DETAIL

• Author: 
• Language: English
• Published: 2009
• Page: 449
• Format: pdf
• Size: 8 MB

 CONTENTS

Preface v

I Programming 1
1 Setting up 3
2 R as a calculating environment 11
3 Basic programming 29
4 I/O: Input and Output 49
5 Programming with functions 63
6 Sophisticated data structures 85
7 Better graphics 109
8 Pointers to further programming techniques 127

II Numerical techniques 149
9 Numerical accuracy and program efficiency 151
10 Root-finding 167
11 Numerical integration 187
12 Optimisation 201

III Probability and statistics 225
13 Probability 227
14 Random variables 241
15 Discrete random variables 267
16 Continuous random variables 281
17 Parameter Estimation 303

IV Simulation 329
18 Simulation 331
19 Monte-Carlo integration 355
20 Variance reduction 363
21 Case studies 377
22 Student projects 421IV Simulation 329

DOWNLOAD HERE