Health analytics with R: (Record no. 10472)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03403nam a22002177a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251012153433.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 251012b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783031743825 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 610.21 |
| Item number | BOL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Boland, Mary Regina |
| 245 ## - TITLE STATEMENT | |
| Title | Health analytics with R: |
| Remainder of title | learning data science using examples from healthcare and direct-to-consumer genetics |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Cham |
| Name of publisher, distributor, etc. | Springer |
| Date of publication, distribution, etc. | 2024 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xviii, 660 p. |
| 365 ## - TRADE PRICE | |
| Price type code | INR |
| Price amount | 6821.07 |
| 500 ## - GENERAL NOTE | |
| General note | Table of contents:<br/>Front Matter<br/>Pages i-xviii<br/>Download chapter PDF <br/>Introduction<br/>Front Matter<br/>Pages 1-1<br/>Download chapter PDF <br/>Health Analytics and Precision Medicine<br/>Mary Regina Boland<br/>Pages 3-19<br/>Genetics Analysis for Health Analytics<br/>Front Matter<br/>Pages 21-21<br/>Download chapter PDF <br/>Processing Direct-to-Consumer Genetic Data from Major Industry Platforms including 23andme, AncestryDNA<br/>Mary Regina Boland<br/>Pages 23-71<br/>Determining Phenotypic Traits from Single Nucleotide Polymorphism (SNP) Data<br/>Mary Regina Boland<br/>Pages 73-108<br/>Clinical Genetic Databases: ClinVar, ACMG Clinical Practice Guidelines<br/>Mary Regina Boland<br/>Pages 109-153<br/>Inferring Disease Risk from Genetics Using Cohort-Level Analysis<br/>Mary Regina Boland<br/>Pages 155-214<br/>Challenges in Health Analytics Due to Lack of Diversity in Genetic Research: Implications and Issues with Published Knowledge<br/>Mary Regina Boland<br/>Pages 215-260<br/>Clinical Data Analysis for Health Analytics<br/>Front Matter<br/>Pages 261-261<br/>Download chapter PDF <br/>Clinical Data and Health Data Types<br/>Mary Regina Boland<br/>Pages 263-302<br/>Clinical Datasets: Open Access Electronic Health Records Datasets<br/>Mary Regina Boland<br/>Pages 303-332<br/>Association Mining with Clinical Data: Phenotype-Wide Association Studies (PheWAS)<br/>Mary Regina Boland<br/>Pages 333-364<br/>Organizing a Clinical Study Across Multiple Clinical Systems: Common Data Models<br/>Mary Regina Boland<br/>Pages 365-408<br/>Environmental Data and Social Determinants of Health for Health Analytics<br/>Front Matter<br/>Pages 409-409<br/>Download chapter PDF <br/>Environmental Health Data Types for Health Analytics<br/>Mary Regina Boland<br/>Pages 411-449<br/>Geospatial Analysis Using Environmental Health Data<br/>Mary Regina Boland<br/>Pages 451-491<br/>Social Determinants of Health Data for Health Analytics<br/>Mary Regina Boland<br/>Pages 493-536<br/>Geospatial Analysis Using Social Determinants of Health, Clinical Data, and Spatial Regression Methods<br/>Mary Regina Boland<br/>Pages 537-579<br/>Ethics for Health Analytics<br/>Front Matter<br/>Pages 581-581<br/>Ethics<br/>Mary Regina Boland<br/>Pages 583-622<br/>[https://link.springer.com/book/10.1007/978-3-031-74383-2?page=2#toc] |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This textbook teaches health analytics using examples from the statistical programming language R. It utilizes real-world examples with publicly available datasets from healthcare and direct-to-consumer genetics to provide learners with real-world examples and enable them to get their hands on actual data. This textbook is designed to accompany either a senior-level undergraduate course or a Masters level graduate course on health analytics.<br/><br/>The reader will advance from no prior knowledge of R to being well versed in applications within R that apply to data science and health analytics.<br/><br/>(https://link.springer.com/book/10.1007/978-3-031-74383-2) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Health analytics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data mining |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Statistics |
| 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 | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Public Policy & General Management | 350/25-26 | 26-09-2025 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 10/07/2025 | T V Enterprises | 6821.07 | 610.21 BOL | 009079 | 10/07/2025 | 1 | 10493.95 | 10/07/2025 | Book |