國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Design of experiments and advanced s...

Basavarajaiah, D. M.

Design of experiments and advanced statistical techniques in clinical research

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Design of experiments and advanced statistical techniques in clinical researchby Basavarajaiah D. M., Bhamidipati Narasimha Murthy.
作者:	Basavarajaiah, D. M.
其他作者:	Narasimha Murthy, Bhamidipati.
出版者:	Singapore :Springer Singapore :2020.
面頁冊數:	xxxv, 356 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	MedicineResearch
電子資源:	https://doi.org/10.1007/978-981-15-8210-3
ISBN:	9789811582103$q(electronic bk.)

Design of experiments and advanced statistical techniques in clinical research
Basavarajaiah, D. M.

Design of experiments and advanced statistical techniques in clinical research[electronic resource] /by Basavarajaiah D. M., Bhamidipati Narasimha Murthy. - Singapore :Springer Singapore :2020. - xxxv, 356 p. :ill. (some col.), digital ;24 cm.

Design of Clinical Research and its Practical Approach -- Advanced Design of Experiment Approach to Clinical and Medical Research -- Random Forest and Concept of Decision Tree Model -- Application of Machine Learning in Medical Research -- Statistical Genetic and its Application in Drug Trail -- Statistical Implications for Estimation of Genetic Traits in Human Vaccine Trail -- Statistical Implications and its Practical Approach to Research Methodology -- Statistical Models Approach to Life Threatened Diseases -- Meta Analysis in Clinical and Life Science Research -- Pharmokinitic and Statistical Modelling -- Imputation Methods Approach to Clinical and Life Science Research Data Sets -- Ethical Perspective of Medical Research.

Recent Statistical techniques are one of the basal evidence for clinical research, a pivotal in handling new clinical research and in evaluating and applying prior research. This book explores various choices of statistical tools and mechanisms, analyses of the associations among different clinical attributes. It uses advanced statistical methods to describe real clinical data sets, when the clinical processes being examined are still in the process. This book also discusses distinct methods for building predictive and probability distribution models in clinical situations and ways to assess the stability of these models and other quantitative conclusions drawn by realistic experimental data sets. Design of experiments and recent posthoc tests have been used in comparing treatment effects and precision of the experimentation. This book also facilitates clinicians towards understanding statistics and enabling them to follow and evaluate the real empirical studies (formulation of randomized control trial) that pledge insight evidence base for clinical practices. This book will be a useful resource for clinicians, postgraduates scholars in medicines, clinical research beginners and academicians to nurture high-level statistical tools with extensive scope.

ISBN: 9789811582103$q(electronic bk.)

Standard No.: 10.1007/978-981-15-8210-3doiSubjects--Topical Terms:

182670
Medicine
--Research

LC Class. No.: R853.S7

Dewey Class. No.: 519.502461

Design of experiments and advanced statistical techniques in clinical research
LDR:03064nmm a2200325 a 4500 001 589260
003 DE-He213
005 20210224162351.0
006 m d
007 cr nn 008maaau
008 210601s2020 si s 0 eng d
020 $a 9789811582103$q(electronic bk.)
020 $a 9789811582097$q(paper)
024 7 $a 10.1007/978-981-15-8210-3 $2 doi
035 $a 978-981-15-8210-3
040 $a GP $c GP
041 0 $a eng
050 4 $a R853.S7
072 7 $a MBGR $2 bicssc
072 7 $a MED000000 $2 bisacsh
072 7 $a MBGR $2 thema
082 0 4 $a 519.502461 $2 23
090 $a R853.S7 $b B297 2020
100 1 $a Basavarajaiah, D. M. $3 861949
245 1 0 $a Design of experiments and advanced statistical techniques in clinical research $h [electronic resource] / $c by Basavarajaiah D. M., Bhamidipati Narasimha Murthy.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2020.
300 $a xxxv, 356 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a Design of Clinical Research and its Practical Approach -- Advanced Design of Experiment Approach to Clinical and Medical Research -- Random Forest and Concept of Decision Tree Model -- Application of Machine Learning in Medical Research -- Statistical Genetic and its Application in Drug Trail -- Statistical Implications for Estimation of Genetic Traits in Human Vaccine Trail -- Statistical Implications and its Practical Approach to Research Methodology -- Statistical Models Approach to Life Threatened Diseases -- Meta Analysis in Clinical and Life Science Research -- Pharmokinitic and Statistical Modelling -- Imputation Methods Approach to Clinical and Life Science Research Data Sets -- Ethical Perspective of Medical Research.
520 $a Recent Statistical techniques are one of the basal evidence for clinical research, a pivotal in handling new clinical research and in evaluating and applying prior research. This book explores various choices of statistical tools and mechanisms, analyses of the associations among different clinical attributes. It uses advanced statistical methods to describe real clinical data sets, when the clinical processes being examined are still in the process. This book also discusses distinct methods for building predictive and probability distribution models in clinical situations and ways to assess the stability of these models and other quantitative conclusions drawn by realistic experimental data sets. Design of experiments and recent posthoc tests have been used in comparing treatment effects and precision of the experimentation. This book also facilitates clinicians towards understanding statistics and enabling them to follow and evaluate the real empirical studies (formulation of randomized control trial) that pledge insight evidence base for clinical practices. This book will be a useful resource for clinicians, postgraduates scholars in medicines, clinical research beginners and academicians to nurture high-level statistical tools with extensive scope.
650 0 $a Medicine $x Research $x Statistical methods. $3 182670
650 0 $a Medical statistics. $3 182007
650 1 4 $a Biomedicine, general. $3 853300
650 2 4 $a Applied Statistics. $3 805583
650 2 4 $a Statistics for Life Sciences, Medicine, Health Sciences. $3 274067
700 1 $a Narasimha Murthy, Bhamidipati. $3 861950
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-981-15-8210-3
950 $a Biomedical and Life Sciences (SpringerNature-11642)