國立虎尾科技大學 |

Design of Experiments and Advanced Statistical Techniques in Clinical Research

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Design of Experiments and Advanced Statistical Techniques in Clinical Research/ by Basavarajaiah D. M., Bhamidipati Narasimha Murthy.
作者:	D. M., Basavarajaiah.
其他作者:	Narasimha Murthy, Bhamidipati.
面頁冊數:	XXXV, 356 p. 190 illus., 133 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Statistics for Life Sciences, Medicine, Health Sciences. -
電子資源:	https://doi.org/10.1007/978-981-15-8210-3
ISBN:	9789811582103

Design of Experiments and Advanced Statistical Techniques in Clinical Research
D. M., Basavarajaiah.

Design of Experiments and Advanced Statistical Techniques in Clinical Research[electronic resource] /by Basavarajaiah D. M., Bhamidipati Narasimha Murthy. - 1st ed. 2020. - XXXV, 356 p. 190 illus., 133 illus. in color.online resource.

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

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

670172
Statistics for Life Sciences, Medicine, Health Sciences.

LC Class. No.: R-RZ

Dewey Class. No.: 610

Design of Experiments and Advanced Statistical Techniques in Clinical Research
LDR:03420nam a22003975i 4500 001 1022576
003 DE-He213
005 20201105110545.0
007 cr nn 008mamaa
008 210318s2020 si | s |||| 0|eng d
020 $a 9789811582103 $9 978-981-15-8210-3
024 7 $a 10.1007/978-981-15-8210-3 $2 doi
035 $a 978-981-15-8210-3
050 4 $a R-RZ
072 7 $a MBGR $2 bicssc
072 7 $a MED000000 $2 bisacsh
072 7 $a MBGR $2 thema
082 0 4 $a 610 $2 23
100 1 $a D. M., Basavarajaiah. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1318333
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.
250 $a 1st ed. 2020.
264 1 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2020.
300 $a XXXV, 356 p. 190 illus., 133 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
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 2 4 $a Statistics for Life Sciences, Medicine, Health Sciences. $3 670172
650 2 4 $a Applied Statistics. $3 1205141
650 1 4 $a Biomedicine, general. $3 1253757
650 0 $a Statistics . $3 1253516
650 0 $a Medicine. $3 644133
700 1 $a Narasimha Murthy, Bhamidipati. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1318334
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9789811582097
776 0 8 $i Printed edition: $z 9789811582110
776 0 8 $i Printed edition: $z 9789811582127
856 4 0 $u https://doi.org/10.1007/978-981-15-8210-3
912 $a ZDB-2-SBL
912 $a ZDB-2-SXB
950 $a Biomedical and Life Sciences (SpringerNature-11642)
950 $a Biomedical and Life Sciences (R0) (SpringerNature-43708)