Statistical Thinking for the 21st Century (Record no. 38958)
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000 -LEADER | |
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fixed length control field | 02139nam a2200397 i 4500 |
001 - CONTROL NUMBER | |
control field | OTLid0000746 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | MnU |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20241120064019.0 |
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION | |
fixed length control field | m o d s |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
fixed length control field | cr |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 190721s2018 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 | BF121 |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
Classification number | QA37.3 |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
Classification number | QA273-280 |
245 00 - TITLE STATEMENT | |
Title | Statistical Thinking for the 21st Century |
Statement of responsibility, etc | Russell Poldrack |
264 #2 - | |
-- | Minneapolis, MN |
-- | Open Textbook Library |
264 #1 - | |
-- | Stanford, California |
-- | Russell Poldrack |
-- | [2018] |
264 #4 - | |
-- | ©2018. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | 1 online resource |
336 ## - | |
-- | text |
-- | txt |
-- | rdacontent |
337 ## - | |
-- | computer |
-- | c |
-- | rdamedia |
338 ## - | |
-- | online resource |
-- | cr |
-- | rdacarrier |
490 0# - SERIES STATEMENT | |
Series statement | Open textbook library. |
505 0# - FORMATTED CONTENTS NOTE | |
Formatted contents note | 1 Introduction -- 2 Working with data -- 3 Probability -- 4 Summarizing data -- 5 Fitting models to data -- 6 Data Visualization -- 7 Sampling -- 8 Resampling and simulation -- 9 Hypothesis testing -- 10 Confidence intervals, effect sizes, and statistical power -- 11 Bayesian statistics -- 12 Modeling categorical relationships -- 13 Modeling continuous relationships -- 14 The General Linear Model -- 15 Comparing means -- 16 The process of statistical modeling: A practical example -- 17 Doing reproducible research |
520 0# - SUMMARY, ETC. | |
Summary, etc | Statistical thinking is a way of understanding a complex world by describing it in relatively simple terms that nonetheless capture essential aspects of its structure, and that also provide us some idea of how uncertain we are about our knowledge. The foundations of statistical thinking come primarily from mathematics and statistics, but also from computer science, psychology, and other fields of study. |
542 1# - | |
-- | Attribution-NonCommercial |
546 ## - LANGUAGE NOTE | |
Language note | In English. |
588 0# - | |
-- | Description based on print resource |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Psychology |
Form subdivision | Textbooks |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Applied mathematics |
Form subdivision | Textbooks |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Statistics |
Form subdivision | Textbooks |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Poldrack, Russell A. |
Relator term | author |
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/746">https://open.umn.edu/opentextbooks/textbooks/746</a> |
Public note | Access online version |
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