Statistical Inference For Everyone (Record no. 19830)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02119nam a2200361 4500 |
| 001 - CONTROL NUMBER | |
| control field | OTLid0000447 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MnU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20201105133327.0 |
| 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 | 180907s2017 mnu o 0 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MnU |
| Language of cataloging | eng |
| Transcribing agency | MnU |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA1 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA37.3 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Blais, Brian |
| Relator term | author |
| 245 00 - TITLE STATEMENT | |
| Title | Statistical Inference For Everyone |
| Statement of responsibility, etc. | Brian Blais |
| 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 | Brian Blais |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource |
| 490 0# - SERIES STATEMENT | |
| Series statement | Open textbook library. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1 Introduction to Probability -- 2 Applications of Probability -- 3 Random Sequences and Visualization -- 4 Introduction to Model Comparison -- 5 Applications of Model Comparison -- 6 Introduction to Parameter Estimation -- 7 Priors, Likelihoods, and Posteriors -- 8 Common Statistical Significance Tests -- 9 Applications of Parameter Estimation and Inference -- 10 Multi-parameter Models -- 11 Introduction to MCMC -- 12 Concluding Thoughts -- BibliographyAppendix A: Computational AnalysisAppendix B: Notation and StandardsAppendix C: Common Distributions and Their PropertiesAppendix D: Tables |
| 520 0# - SUMMARY, ETC. | |
| Summary, etc. | This is a new approach to an introductory statistical inference textbook, motivated by probability theory as logic. It is targeted to the typical Statistics 101 college student, and covers the topics typically covered in the first semester of such a course. It is freely available under the Creative Commons License, and includes a software library in Python for making some of the calculations and visualizations easier. |
| 542 1# - INFORMATION RELATING TO COPYRIGHT STATUS | |
| Copyright statement | Attribution-ShareAlike |
| 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 | Mathematics |
| Form subdivision | Textbooks |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Applied mathematics |
| 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/447">https://open.umn.edu/opentextbooks/textbooks/447</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 | QA1 | 05.11.2020 | https://open.umn.edu/opentextbooks/textbooks/447 | 05.11.2020 | eBook |