Think stats (Record no. 9684)
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| 000 -LEADER | |
|---|---|
| fixed length control field | a |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20191102113616.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 191102b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789351108566 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | AIKTC-KRRC |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | ENG |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | DDC23 |
| Classification number | 519.5 |
| Item number | DOW |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Downey, Allen B. |
| 9 (RLIN) | 10265 |
| 245 ## - TITLE STATEMENT | |
| Title | Think stats |
| Remainder of title | : Exploratory data analysis |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Sebastopol |
| Name of publisher, distributor, etc. | O'reilly |
| Date of publication, distribution, etc. | 2015 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 206p. |
| Other physical details | | Binding - Paperback | |
| Dimensions | 23*17.6 cm |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Ifyou know how to program, you have the skills to turn data into knowledge, usingtools of probability and statistics. This concise introduction shows you how toperform statistical analysis computationally, rather than mathematically, withprograms written in Python. Byworking with a single case study throughout this thoroughly revised book,you’ll learn the entire process of exploratory data analysis—from collectingdata and generating statistics to identifying patterns and testing hypotheses.You’ll explore distributions, rules of probability, visualization, and manyother tools and concepts. |
| Expansion of summary note | Newchapters on regression, time series analysis, survival analysis, and analyticmethods will enrich your discoveries. Develop an understanding of probability and statistics by writing and testing code Run experiments to test statistical behavior, such as generating samples from several distributions Use simulations to understand concepts that are hard to grasp mathematically Import data from most sources with Python, rather than rely on data that’s cleaned and formatted for statistics tools Use statistical inference to answer questions about real-world data |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 4619 |
| Topical term or geographic name entry element | EXTC Engineering |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Text Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Permanent Location | Current Location | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Reference | School of Engineering & Technology | School of Engineering & Technology | Reference Section | 2019-11-02 | 2 | 500.00 | 519.5 DOW | E15040 | 2020-10-23 | 625.00 | 2019-11-02 | Text Books |