Applied statistics with python: volume I: (Record no. 10511)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02552nam a22002057a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251016172507.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 251016b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781032752631 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.50285 |
| Item number | KAG |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kaganovskiy, Leon |
| 245 ## - TITLE STATEMENT | |
| Title | Applied statistics with python: volume I: |
| Remainder of title | introductory statistics and regression |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Boca Raton |
| Name of publisher, distributor, etc. | CRC Press |
| Date of publication, distribution, etc. | 2025 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | x, 309 p. |
| 365 ## - TRADE PRICE | |
| Price type code | GBP |
| Price amount | 89.99 |
| 500 ## - GENERAL NOTE | |
| General note | Table of contents:<br/>Preface<br/><br/>1. Introduction<br/><br/>2. Descriptive Data Analysis<br/><br/>3. Probability<br/><br/>4. Probability Distributions<br/><br/>5. Inferential Statistics and Tests for Proportions<br/><br/>6. Goodness of Fit and Contingency Tables<br/><br/>7. Inference for Means<br/><br/>8. Correlation and Regression<br/><br/>[https://www.routledge.com/Applied-Statistics-with-Python-Volume-I-Introductory-Statistics-and-Regression/Kaganovskiy/p/book/9781032751931] |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Applied Statistics with Python: Volume I: Introductory Statistics and Regression concentrates on applied and computational aspects of statistics, focusing on conceptual understanding and Python-based calculations. Based on years of experience teaching introductory and intermediate Statistics courses at Touro University and Brooklyn College, this book compiles multiple aspects of applied statistics, teaching the reader useful skills in statistics and computational science with a focus on conceptual understanding. This book does not require previous experience with statistics and Python, explaining the basic concepts before developing them into more advanced methods from scratch. Applied Statistics with Python is intended for undergraduate students in business, economics, biology, social sciences, and natural science, while also being useful as a supplementary text for more advanced students.<br/><br/>Key Features:<br/><br/>Concentrates on more introductory topics such as descriptive statistics, probability, probability distributions, proportion and means hypothesis testing, as well as one-variable regression<br/>The book’s computational (Python) approach allows us to study Statistics much more effectively. It removes the tedium of hand/calculator computations and enables one to study more advanced topics<br/>Standardized sklearn Python package gives efficient access to machine learning topics<br/><br/>(https://www.routledge.com/Applied-Statistics-with-Python-Volume-I-Introductory-Statistics-and-Regression/Kaganovskiy/p/book/9781032751931) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Statistics--Probability |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Statistics--Python |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Serial Enumeration / chronology | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Operations Management & Quantitative Techniques | 350/25-26 | 26-09-2025 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 10/07/2025 | T V Enterprises | 7013.95 | Vol. I | 519.50285 KAG | 009102 | 10/07/2025 | 1 | 10790.70 | 10/07/2025 | Book |