000 -LEADER |
fixed length control field |
04038cam a2200433 i 4500 |
001 - CONTROL NUMBER |
control field |
19267030 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
OSt |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20200306170247.0 |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
fixed length control field |
ta |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
160909s2017 njua b 001 0 eng |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
LC control number |
2016040785 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9780691149547 (hardcover : alk. paper) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9780691149554 (pbk. : alk. paper) |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
DLC |
Language of cataloging |
eng |
Transcribing agency |
HNU |
Description conventions |
rda |
Modifying agency |
DLC |
042 ## - AUTHENTICATION CODE |
Authentication code |
pcc |
050 00 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
QA273 |
Item number |
.M55185 2017 |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
519.2 M61 2017 |
Edition number |
23 |
Placement Code |
GC |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Miller, Steven J., |
Dates associated with a name |
1974- |
245 14 - TITLE STATEMENT |
Title |
The probability lifesaver : |
Remainder of title |
all the tools you need to understand chance / |
Statement of responsibility, etc. |
Steven J. Miller. |
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
Place of production, publication, distribution, manufacture |
Princeton, New Jesey, USA : |
Name of producer, publisher, distributor, manufacturer |
Princeton University Press, |
Date of production, publication, distribution, manufacture, or copyright notice |
©2017. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xxiii, 727 pages : |
Other physical details |
illustrations ; |
Dimensions |
26 cm. |
336 ## - CONTENT TYPE |
Content type term |
text |
Content type code |
txt |
Source |
rdacontent |
337 ## - MEDIA TYPE |
Media type term |
unmediated |
Media type code |
n |
Source |
rdamedia |
338 ## - CARRIER TYPE |
Carrier type term |
volume |
Carrier type code |
nc |
Source |
rdacarrier |
490 0# - SERIES STATEMENT |
Series statement |
A Princeton lifesaver study guide |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc. note |
Includes bibliographical references (pages 717-719) and index. |
505 ## - FORMATTED CONTENTS NOTE |
Formatted contents note |
I. General theory. Introduction --<br/>Basic probability laws --<br/>Counting I: cards --<br/>Conditional probability, independence, and Bayes' theorem --<br/>Counting II: inclusion-exclusion --<br/>Counting III: advanced combinatorics --<br/>II. Introduction to random variables. Introduction to discrete random variables --<br/>Introduction to continuous random variables --<br/>Tools: expectation --<br/>Tools: Convolutions and changing variables --<br/>Tools: differentiating identities --<br/>III. Special distributions. Discrete distributions --<br/>Continuous random variables: uniform and exponential --<br/>Continuous random variables: the normal distribution --<br/>The gamma function and related distributions --<br/>The chi-square distribution --<br/>IV. Limit theorems. Inequalities and laws of large numbers --<br/>Stirling's formula --<br/>Generating functions and convolutions --<br/>Proof of the central limit theorem --<br/>Fourier analysis and the central limit theorem --<br/>V. Additional topics. Hypothesis testing --<br/>Difference equations, Markov processes, and probability --<br/>The method of least squares --<br/>Two famous problems and some coding. |
520 ## - SUMMARY, ETC. |
Summary, etc. |
For students learning probability, its numerous applications, techniques, and methods can seem intimidating and overwhelming. That's where The Probability Lifesaver steps in. Designed to serve as a complete stand-alone introduction to the subject or as a supplement for a course, this accessible and user-friendly study guide helps students comfortably navigate probability's terrain and achieve positive results. The Probability LIfesaver is based on a successful course that Steven Miller has taught at Brown University, Mount Holyoke College, and Williams College. With a relaxed and informal style, Miller presents the math with thorough reviews of prerequisite materials, worked-out problems of varying difficulty, and proofs. He explores a topic first to build intuition, and only after that does he dive into technical details. Coverage of topics is comprehensive, and materials are repeated for reinforcement - both in the guide and on the book's website. An appendix goes over proof techniques, and video lectures of the course are available online. Students using this book should have some familiarity with algebra and precalculus. The Probability Lifesaver not only enables students to survive probability but also to achieve mastery of the subject for use in future courses. -- from back cover. |
521 ## - TARGET AUDIENCE NOTE |
Target audience note |
College of Education |
Source |
Bachelor of Secondary Education major in Mathematics |
546 ## - LANGUAGE NOTE |
Language note |
Text in English |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Probabilities. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Chance. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Games of chance (Mathematics) |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Random variables. |
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
a |
7 |
b |
cbc |
c |
orignew |
d |
1 |
e |
ecip |
f |
20 |
g |
y-gencatlg |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
|
Koha item type |
Books |
Classification part |
500-599 |