Think Stats (Record no. 19687)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02131nam a2200349 4500 |
| 001 - CONTROL NUMBER | |
| control field | OTLid0000287 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MnU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20201105133313.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d s |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180907s2014 mnu o 0 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781491907337 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MnU |
| Language of cataloging | eng |
| Transcribing agency | MnU |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Downey, Allen B. |
| Relator term | author |
| 245 00 - TITLE STATEMENT | |
| Title | Think Stats |
| Remainder of title | Probability and Statistics for Programmers |
| Statement of responsibility, etc. | Allen Downey |
| 264 #2 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Name of producer, publisher, distributor, manufacturer | Open Textbook Library |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Name of producer, publisher, distributor, manufacturer | Green Tea Press |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource |
| 490 0# - SERIES STATEMENT | |
| Series statement | Open textbook library. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Preface -- 1 Exploratory data analysis -- 2 Distributions -- 3 Probability mass functions -- 4 Cumulative distribution functions -- 5 Modeling distributions -- 6 Probability density functions -- 7 Relationships between variables -- 8 Estimation -- 9 Hypothesis testing -- 10 Linear least squares -- 11 Regression -- 12 Time series analysis -- 13 Survival analysis -- 14 Analytic methods |
| 520 0# - SUMMARY, ETC. | |
| Summary, etc. | Think Stats is an introduction to Probability and Statistics for Python programmers. Think Stats emphasizes simple techniques you can use to explore real data sets and answer interesting questions. The book presents a case study using data from the National Institutes of Health. Readers are encouraged to work on a project with real datasets. If you have basic skills in Python, you can use them to learn concepts in probability and statistics. Think Stats is based on a Python library for probability distributions (PMFs and CDFs). Many of the exercises use short programs to run experiments and help readers develop understanding. |
| 542 1# - INFORMATION RELATING TO COPYRIGHT STATUS | |
| Copyright statement | Attribution-NonCommercial |
| 546 ## - LANGUAGE NOTE | |
| Language note | In English. |
| 588 0# - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on online resource |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer Science |
| Form subdivision | Textbooks |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Open Textbook Library |
| Relator term | distributor |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://open.umn.edu/opentextbooks/textbooks/287">https://open.umn.edu/opentextbooks/textbooks/287</a> |
| Public note | Access online version |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Shelving location | Date acquired | Total Checkouts | Full call number | Date last seen | Uniform Resource Identifier | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Digital Library | Online Access | 05.11.2020 | QA76 | 05.11.2020 | https://open.umn.edu/opentextbooks/textbooks/287 | 05.11.2020 | eBook |