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Advanced statistical methods in life science /
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Basavarajaiah, D. M., author. Narasimhamurthy, B., author. |
| 서명/저자사항 | Advanced statistical methods in life science /Basavarajaiah D.M and Narasimhamurthy B. |
| 판사항 | First edition. |
| 발행사항 | Boca Raton : Chapman & Hall/CRC, 2026. |
| 형태사항 | 1 online resource (xxvi, 323 pages) : illustrations (black and white) |
| 소장본 주기 | WorldCat record variable field(s) change: 050 |
| ISBN | 9781040335796 1040335799 9781032713816 103271381X 9781040335727 1040335721 |
| 기타표준부호 | 10.1201/9781032713816doi |
| 기타표준부호 | CIPO000208647 |
| 서지주기 | Includes bibliographical references and index. |
| 요약 | This book introduces the principles and foundations of advanced statistical methods for designing experiments and testing hypotheses in life sciences. Advanced statistical methods, such as testing of hypotheses, recent methods of sample size determination/imputation, estimation techniques, probability distributions, and univariate analysis demonstrated with real data, and their integration into life sciences are included in this book. Advanced topics are presented with sufficient conceptual depth and examples to explain the use of recent statistical techniques and to demonstrate what conclusions can be drawn at the right time using modeling in life science research.Key features: Explains the derivation of statistical models to prove disease transmission using massive real-world datasets to explore practical applicability Incorporates the application of innovative advanced statistical and epidemiological models and demonstrates the possible solutions for public health policy intervention Helps to understand the process of hypothesis testing in small or larger observations by using weighted parameters Presents suitable examples and real-life research datasets, and all models can easily be followed in formulating statistical and mathematical derivations and key points Includes machine learning (ML), statistical methods for meta-analysis, testing of hypotheses, methods of imputation, estimation techniques, probability distributions, univariate analysis, and recent nonparametric methods, all illustrated through actual data This textbook is for students and scholars of various courses in life sciences, medicine, mathematics, and statistical science. It will also help academicians and researchers to understand the foundation of this topic. |
| 일반주제명 | Life sciences -- Statistical methods. |
| 언어 | 영어 |
| 기타형태 저록 | Print version:9781032711539 |
| 대출바로가기 | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=4078213 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00030905 | 570.727 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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