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Modeling with data - tools and techniques for scientific computing

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Author(s): Ben Klemens
Publisher: Princeton univ press
Year: 2009

Language: English
Pages: 471

cover......Page 1
Modeling with Data......Page 4
CONTENTS......Page 8
PREFACE......Page 12
1 STATISTICS IN THE MODERN DAY......Page 18
2 C......Page 34
3 DATABASES......Page 91
4 MATRICES AND MODELS......Page 130
5 GRAPHICS......Page 174
6 MORE CODING TOOLS......Page 206
7 DISTRIBUTIONS FOR DESCRIPTION......Page 236
8 LINEAR PROJECTIONS......Page 281
9 HYPOTHESIS TESTING WITH THE CLT......Page 312
10 MAXIMUM LIKELIHOOD ESTIMATION......Page 342
11 MONTE CARLO......Page 372
A: ENVIRONMENTS AND MAKEFILES......Page 398
B: TEXT PROCESSING......Page 409
C: GLOSSARY......Page 436
BIBLIOGRAPHY......Page 452
INDEX......Page 460