SlideShare a Scribd company logo
A Wider  Role  for Statisticians in Biopharmaceutical Industry Former Director of Indian Statistical Institute Distinguished Professor Emeritus and Advisor  of  C R Rao AIMSCS BIOASIA Feb 3-6, 2010, Hyderabad C. R. Rao, Sc.D., FRS __________________________________________________________________ It is to the statistician that the present age turns for what is most essential in all its important activities   - R. A. Fisher
Overview of Presentation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
VISION To utilize statistical expertise in the best possible way to all areas of industry in which it will contribute to value creation __________________________________________________ Statistical knowledge is a national resource. As a knowledge based technology, it can be used without any investment in money and material anywhere to enhance performance.
New Types of Data  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
On Tue, Jan 12, 2010, at 05:17 PM,  &quot;Suryawanshi, Shailaja&quot; < [email_address] >  wrote: Dear Sir, I have 2 kinds of endpoints - a continuous efficacy endpoint & a discrete safety endpoint (such as occurrence of an adverse experience).  Can these data be jointly modeled to draw any inference on the risk/benefit of a drug?  Are there methods to handle this - if so what are they - if not can they be developed? Thanks,  Shailaja Merck& Co.Inc.,New Jersy
Statisticians Role in Four Phases of Clinical Development  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Pre - Clinical Phase Get the Statisticians more involved in the pre clinical and early clinical investigations, where value is created in terms of knowledge . Close collaboration is needed  between statisticians and research workers in drug discovery.
Clinical Trials ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis of Data Analysis of data collected from clinical trials is the most difficult job of a statistician as no data set obtained from an experiment is perfect and a routine use of available software may not be appropriate. The statistician has to be in contact with the data management staff, software experts and the research staff engaged in drug discovery, devise the appropriate statistical methodology for analysis of data.
Statisticians, not statistics, are important The technical analysis of any large collection of data is a task of a highly trained and expensive man who knows the mathematical theory of statistics inside and out. Otherwise the outcome is likely to be a collection of drawings( produced by some software) interesting enough in a colored Sunday Supplement, but hardly the sort of thing from which to draw reliable inference.   - Eric T. Bell   Mathematics : Queen and Servant of Science, p.383
Reporting of Results This is the job of the statistician in collaboration with the research staff. The guidelines for reporting the results are available, but conveying the efficacy of the new drug and side effects in clear terms needs some experience.
Role and Responsibilities An advertisement for the post of a statistician  by Pfizer Co The statistician will be an integral member of a systems biology team which develops and/or uses computational and statistical approaches to manage and derive knowledge of biological processes from large biological datasets (e.g., expression profiling, and other ‘omics’ sets) Teams will consist of computational biologists, geneticists, statisticians and bioinformatics specialists. These statistician positions are unique in requiring a substantial working knowledge biology. This is necessary in order to collaborate effectively with biologists in the design of appropriate experiments that will effectively elucidate the biological processes underpinning metabolic diseases
It pays to have statisticians  on TOP and not on TAP Thank You

More Related Content

What's hot

Protocol on burnout
Protocol on burnoutProtocol on burnout
Protocol on burnout
Rosebenter
 
June - Simulation for Health Economics Analysis
June - Simulation for Health Economics Analysis June - Simulation for Health Economics Analysis
June - Simulation for Health Economics Analysis
SIMUL8 Corporation
 
Biostatistics and Statistical Bioinformatics
Biostatistics and Statistical BioinformaticsBiostatistics and Statistical Bioinformatics
Biostatistics and Statistical Bioinformatics
Setia Pramana
 
Multi-omics for drug discovery: what we lose, what we gain
Multi-omics for drug discovery: what we lose, what we gainMulti-omics for drug discovery: what we lose, what we gain
Multi-omics for drug discovery: what we lose, what we gain
Paul Agapow
 
AI applications in life sciences - drug development
AI applications in life sciences - drug developmentAI applications in life sciences - drug development
AI applications in life sciences - drug development
Jayanthi Repalli, PhD
 
Data Science in Medicine and Health
Data Science in Medicine and HealthData Science in Medicine and Health
Data Science in Medicine and Health
Steve Tsang
 
Unifying Genomics, Phenomics, and Environments
Unifying Genomics, Phenomics, and EnvironmentsUnifying Genomics, Phenomics, and Environments
Unifying Genomics, Phenomics, and Environments
Anne Thessen
 
Resume - Lance Stoudt
Resume - Lance StoudtResume - Lance Stoudt
Resume - Lance StoudtLance Stoudt
 
Informatics and the merging of research and quality measures with bedside care
Informatics and the merging of research and quality measures with bedside careInformatics and the merging of research and quality measures with bedside care
Informatics and the merging of research and quality measures with bedside care
Mike Hogarth, MD, FACMI, FACP
 
Improving the Focus of Precision Medicine: the Role of Health Technology Asse...
Improving the Focus of Precision Medicine: the Role of Health Technology Asse...Improving the Focus of Precision Medicine: the Role of Health Technology Asse...
Improving the Focus of Precision Medicine: the Role of Health Technology Asse...
HEHTAslides
 
The End of the Drug Development Casino?
The End of the Drug Development Casino?The End of the Drug Development Casino?
The End of the Drug Development Casino?
Paul Agapow
 
D1S1T3N4_Pratibha Jalui & Reetabrata Bhattacharyya
D1S1T3N4_Pratibha Jalui & Reetabrata BhattacharyyaD1S1T3N4_Pratibha Jalui & Reetabrata Bhattacharyya
D1S1T3N4_Pratibha Jalui & Reetabrata BhattacharyyaReetabrata Bhattacharyya
 
Prediction, Big Data, and AI: Steyerberg, Basel Nov 1, 2019
Prediction, Big Data, and AI: Steyerberg, Basel Nov 1, 2019Prediction, Big Data, and AI: Steyerberg, Basel Nov 1, 2019
Prediction, Big Data, and AI: Steyerberg, Basel Nov 1, 2019
Ewout Steyerberg
 
Or approach and problem solving
Or approach and problem solvingOr approach and problem solving
Or approach and problem solving
Irudaya Fernando
 
1.1 intro to statistics
1.1 intro to statistics1.1 intro to statistics
1.1 intro to statistics
MaryWall14
 
Wsdrajtalk202010
Wsdrajtalk202010Wsdrajtalk202010
Machine Learning for Preclinical Research
Machine Learning for Preclinical ResearchMachine Learning for Preclinical Research
Machine Learning for Preclinical Research
Paul Agapow
 
Novel Approaches to Value Assessment Within the Cost-Effectiveness Framework:...
Novel Approaches to Value Assessment Within the Cost-Effectiveness Framework:...Novel Approaches to Value Assessment Within the Cost-Effectiveness Framework:...
Novel Approaches to Value Assessment Within the Cost-Effectiveness Framework:...
Office of Health Economics
 
Data analysis
Data analysisData analysis
Data analysis
neha147
 

What's hot (20)

Protocol on burnout
Protocol on burnoutProtocol on burnout
Protocol on burnout
 
June - Simulation for Health Economics Analysis
June - Simulation for Health Economics Analysis June - Simulation for Health Economics Analysis
June - Simulation for Health Economics Analysis
 
Biostatistics and Statistical Bioinformatics
Biostatistics and Statistical BioinformaticsBiostatistics and Statistical Bioinformatics
Biostatistics and Statistical Bioinformatics
 
Multi-omics for drug discovery: what we lose, what we gain
Multi-omics for drug discovery: what we lose, what we gainMulti-omics for drug discovery: what we lose, what we gain
Multi-omics for drug discovery: what we lose, what we gain
 
AI applications in life sciences - drug development
AI applications in life sciences - drug developmentAI applications in life sciences - drug development
AI applications in life sciences - drug development
 
Data Science in Medicine and Health
Data Science in Medicine and HealthData Science in Medicine and Health
Data Science in Medicine and Health
 
Unifying Genomics, Phenomics, and Environments
Unifying Genomics, Phenomics, and EnvironmentsUnifying Genomics, Phenomics, and Environments
Unifying Genomics, Phenomics, and Environments
 
Resume - Lance Stoudt
Resume - Lance StoudtResume - Lance Stoudt
Resume - Lance Stoudt
 
Informatics and the merging of research and quality measures with bedside care
Informatics and the merging of research and quality measures with bedside careInformatics and the merging of research and quality measures with bedside care
Informatics and the merging of research and quality measures with bedside care
 
Improving the Focus of Precision Medicine: the Role of Health Technology Asse...
Improving the Focus of Precision Medicine: the Role of Health Technology Asse...Improving the Focus of Precision Medicine: the Role of Health Technology Asse...
Improving the Focus of Precision Medicine: the Role of Health Technology Asse...
 
The End of the Drug Development Casino?
The End of the Drug Development Casino?The End of the Drug Development Casino?
The End of the Drug Development Casino?
 
D1S1T3N4_Pratibha Jalui & Reetabrata Bhattacharyya
D1S1T3N4_Pratibha Jalui & Reetabrata BhattacharyyaD1S1T3N4_Pratibha Jalui & Reetabrata Bhattacharyya
D1S1T3N4_Pratibha Jalui & Reetabrata Bhattacharyya
 
Prediction, Big Data, and AI: Steyerberg, Basel Nov 1, 2019
Prediction, Big Data, and AI: Steyerberg, Basel Nov 1, 2019Prediction, Big Data, and AI: Steyerberg, Basel Nov 1, 2019
Prediction, Big Data, and AI: Steyerberg, Basel Nov 1, 2019
 
linkedin resume
linkedin resumelinkedin resume
linkedin resume
 
Or approach and problem solving
Or approach and problem solvingOr approach and problem solving
Or approach and problem solving
 
1.1 intro to statistics
1.1 intro to statistics1.1 intro to statistics
1.1 intro to statistics
 
Wsdrajtalk202010
Wsdrajtalk202010Wsdrajtalk202010
Wsdrajtalk202010
 
Machine Learning for Preclinical Research
Machine Learning for Preclinical ResearchMachine Learning for Preclinical Research
Machine Learning for Preclinical Research
 
Novel Approaches to Value Assessment Within the Cost-Effectiveness Framework:...
Novel Approaches to Value Assessment Within the Cost-Effectiveness Framework:...Novel Approaches to Value Assessment Within the Cost-Effectiveness Framework:...
Novel Approaches to Value Assessment Within the Cost-Effectiveness Framework:...
 
Data analysis
Data analysisData analysis
Data analysis
 

Similar to A Wider Role for Statisticians in Biopharmaceutical Industry

Biostatistics; redefining healthcare deliver
Biostatistics; redefining healthcare deliverBiostatistics; redefining healthcare deliver
Biostatistics; redefining healthcare deliver
Guires
 
Analytics_Wealth of Infomation
Analytics_Wealth of InfomationAnalytics_Wealth of Infomation
Analytics_Wealth of Infomation
Heather Fraser
 
Medical Statisticians.pptx
Medical Statisticians.pptxMedical Statisticians.pptx
Medical Statisticians.pptx
nancymartinez402574
 
The Anotated bilography should look like this Social1) S.docx
The Anotated bilography should look like this Social1) S.docxThe Anotated bilography should look like this Social1) S.docx
The Anotated bilography should look like this Social1) S.docx
mattinsonjanel
 
Clinical sas programmer
Clinical sas programmerClinical sas programmer
Clinical sas programmerray4hz
 
Benefits of Big Data in Health Care A Revolution
Benefits of Big Data in Health Care A RevolutionBenefits of Big Data in Health Care A Revolution
Benefits of Big Data in Health Care A Revolution
ijtsrd
 
Research and Statistics Report- Estonio, Ryan.pptx
Research  and Statistics Report- Estonio, Ryan.pptxResearch  and Statistics Report- Estonio, Ryan.pptx
Research and Statistics Report- Estonio, Ryan.pptx
RyanEstonio
 
Improving Prediction Accuracy Results by Using Q-Statistic Algorithm in High ...
Improving Prediction Accuracy Results by Using Q-Statistic Algorithm in High ...Improving Prediction Accuracy Results by Using Q-Statistic Algorithm in High ...
Improving Prediction Accuracy Results by Using Q-Statistic Algorithm in High ...
rahulmonikasharma
 
Data Mining and Big Data Analytics in Pharma
Data Mining and Big Data Analytics in Pharma Data Mining and Big Data Analytics in Pharma
Data Mining and Big Data Analytics in Pharma Ankur Khanna
 
Assignment Nursing Informatics.docx
Assignment Nursing Informatics.docxAssignment Nursing Informatics.docx
Assignment Nursing Informatics.docx
write31
 
DeciBio Perspectives on Pain Points, Unmet Needs, and Disruption in Precision...
DeciBio Perspectives on Pain Points, Unmet Needs, and Disruption in Precision...DeciBio Perspectives on Pain Points, Unmet Needs, and Disruption in Precision...
DeciBio Perspectives on Pain Points, Unmet Needs, and Disruption in Precision...
Andrew Aijian
 
COMMUNITY PHARMACY PRESENTATION FINAL.pptx
COMMUNITY PHARMACY PRESENTATION FINAL.pptxCOMMUNITY PHARMACY PRESENTATION FINAL.pptx
COMMUNITY PHARMACY PRESENTATION FINAL.pptx
sardarjarrar
 
Paper Assignment # 2 Using your exploration from paper 1, .docx
Paper Assignment # 2 Using your exploration from paper 1, .docxPaper Assignment # 2 Using your exploration from paper 1, .docx
Paper Assignment # 2 Using your exploration from paper 1, .docx
bunyansaturnina
 
Statistics For Health Science and Its Impacts
Statistics For Health Science and Its ImpactsStatistics For Health Science and Its Impacts
Statistics For Health Science and Its Impacts
Cashews
 
Project Management_DM Presentation
Project Management_DM PresentationProject Management_DM Presentation
Project Management_DM PresentationDaniela Margiotta
 
Biostatistics is a critical subject in current health data research – pubrica
Biostatistics is a critical subject in current health data research – pubricaBiostatistics is a critical subject in current health data research – pubrica
Biostatistics is a critical subject in current health data research – pubrica
Pubrica
 
Data science in healthcare-Assignment 2.pptx
Data science in healthcare-Assignment 2.pptxData science in healthcare-Assignment 2.pptx
Data science in healthcare-Assignment 2.pptx
ArpitaDebnath20
 
PPT1.pptx
PPT1.pptxPPT1.pptx
Biostatistics is a critical subject in current health data research – pubrica
Biostatistics is a critical subject in current health data research – pubricaBiostatistics is a critical subject in current health data research – pubrica
Biostatistics is a critical subject in current health data research – pubrica
Pubrica
 
Interaction Between Nurse Informaticists and Other Specialists.docx
Interaction Between Nurse Informaticists and Other Specialists.docxInteraction Between Nurse Informaticists and Other Specialists.docx
Interaction Between Nurse Informaticists and Other Specialists.docx
4934bk
 

Similar to A Wider Role for Statisticians in Biopharmaceutical Industry (20)

Biostatistics; redefining healthcare deliver
Biostatistics; redefining healthcare deliverBiostatistics; redefining healthcare deliver
Biostatistics; redefining healthcare deliver
 
Analytics_Wealth of Infomation
Analytics_Wealth of InfomationAnalytics_Wealth of Infomation
Analytics_Wealth of Infomation
 
Medical Statisticians.pptx
Medical Statisticians.pptxMedical Statisticians.pptx
Medical Statisticians.pptx
 
The Anotated bilography should look like this Social1) S.docx
The Anotated bilography should look like this Social1) S.docxThe Anotated bilography should look like this Social1) S.docx
The Anotated bilography should look like this Social1) S.docx
 
Clinical sas programmer
Clinical sas programmerClinical sas programmer
Clinical sas programmer
 
Benefits of Big Data in Health Care A Revolution
Benefits of Big Data in Health Care A RevolutionBenefits of Big Data in Health Care A Revolution
Benefits of Big Data in Health Care A Revolution
 
Research and Statistics Report- Estonio, Ryan.pptx
Research  and Statistics Report- Estonio, Ryan.pptxResearch  and Statistics Report- Estonio, Ryan.pptx
Research and Statistics Report- Estonio, Ryan.pptx
 
Improving Prediction Accuracy Results by Using Q-Statistic Algorithm in High ...
Improving Prediction Accuracy Results by Using Q-Statistic Algorithm in High ...Improving Prediction Accuracy Results by Using Q-Statistic Algorithm in High ...
Improving Prediction Accuracy Results by Using Q-Statistic Algorithm in High ...
 
Data Mining and Big Data Analytics in Pharma
Data Mining and Big Data Analytics in Pharma Data Mining and Big Data Analytics in Pharma
Data Mining and Big Data Analytics in Pharma
 
Assignment Nursing Informatics.docx
Assignment Nursing Informatics.docxAssignment Nursing Informatics.docx
Assignment Nursing Informatics.docx
 
DeciBio Perspectives on Pain Points, Unmet Needs, and Disruption in Precision...
DeciBio Perspectives on Pain Points, Unmet Needs, and Disruption in Precision...DeciBio Perspectives on Pain Points, Unmet Needs, and Disruption in Precision...
DeciBio Perspectives on Pain Points, Unmet Needs, and Disruption in Precision...
 
COMMUNITY PHARMACY PRESENTATION FINAL.pptx
COMMUNITY PHARMACY PRESENTATION FINAL.pptxCOMMUNITY PHARMACY PRESENTATION FINAL.pptx
COMMUNITY PHARMACY PRESENTATION FINAL.pptx
 
Paper Assignment # 2 Using your exploration from paper 1, .docx
Paper Assignment # 2 Using your exploration from paper 1, .docxPaper Assignment # 2 Using your exploration from paper 1, .docx
Paper Assignment # 2 Using your exploration from paper 1, .docx
 
Statistics For Health Science and Its Impacts
Statistics For Health Science and Its ImpactsStatistics For Health Science and Its Impacts
Statistics For Health Science and Its Impacts
 
Project Management_DM Presentation
Project Management_DM PresentationProject Management_DM Presentation
Project Management_DM Presentation
 
Biostatistics is a critical subject in current health data research – pubrica
Biostatistics is a critical subject in current health data research – pubricaBiostatistics is a critical subject in current health data research – pubrica
Biostatistics is a critical subject in current health data research – pubrica
 
Data science in healthcare-Assignment 2.pptx
Data science in healthcare-Assignment 2.pptxData science in healthcare-Assignment 2.pptx
Data science in healthcare-Assignment 2.pptx
 
PPT1.pptx
PPT1.pptxPPT1.pptx
PPT1.pptx
 
Biostatistics is a critical subject in current health data research – pubrica
Biostatistics is a critical subject in current health data research – pubricaBiostatistics is a critical subject in current health data research – pubrica
Biostatistics is a critical subject in current health data research – pubrica
 
Interaction Between Nurse Informaticists and Other Specialists.docx
Interaction Between Nurse Informaticists and Other Specialists.docxInteraction Between Nurse Informaticists and Other Specialists.docx
Interaction Between Nurse Informaticists and Other Specialists.docx
 

More from BioAsia: The Global Bio Business Forum

How to start a discovery based R&D company in India?
How to start a discovery based R&D company in India?How to start a discovery based R&D company in India?
How to start a discovery based R&D company in India?
BioAsia: The Global Bio Business Forum
 
SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...
SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...
SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...
BioAsia: The Global Bio Business Forum
 
Application of the embryonic stem cell model for drug discovery and developme...
Application of the embryonic stem cell model for drug discovery and developme...Application of the embryonic stem cell model for drug discovery and developme...
Application of the embryonic stem cell model for drug discovery and developme...
BioAsia: The Global Bio Business Forum
 
Hematopoietic Stem Cell Transplantation : Opportunities and challenges
Hematopoietic Stem Cell Transplantation : Opportunities and challengesHematopoietic Stem Cell Transplantation : Opportunities and challenges
Hematopoietic Stem Cell Transplantation : Opportunities and challenges
BioAsia: The Global Bio Business Forum
 
Cellular Therapies (Including Stem Cell treatment) for Human SCI
Cellular Therapies (Including Stem Cell  treatment) for  Human SCICellular Therapies (Including Stem Cell  treatment) for  Human SCI
Cellular Therapies (Including Stem Cell treatment) for Human SCI
BioAsia: The Global Bio Business Forum
 
VACCINES: India’s Strength
VACCINES: India’s StrengthVACCINES: India’s Strength
VACCINES: India’s Strength
BioAsia: The Global Bio Business Forum
 
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...
BioAsia: The Global Bio Business Forum
 
Transfer of novel academic research in vaccines into marketable products – a ...
Transfer of novel academic research in vaccines into marketable products – a ...Transfer of novel academic research in vaccines into marketable products – a ...
Transfer of novel academic research in vaccines into marketable products – a ...
BioAsia: The Global Bio Business Forum
 
Importance of Pharmacovigilance for a Biotechnology company
Importance of Pharmacovigilance for a Biotechnology companyImportance of Pharmacovigilance for a Biotechnology company
Importance of Pharmacovigilance for a Biotechnology company
BioAsia: The Global Bio Business Forum
 
Accelerator overview at BioAsia
Accelerator overview at BioAsiaAccelerator overview at BioAsia
Accelerator overview at BioAsia
BioAsia: The Global Bio Business Forum
 
Current issues and trends in Seed Industry, BioAsia 2010
Current issues and trends in Seed Industry, BioAsia 2010Current issues and trends in Seed Industry, BioAsia 2010
Current issues and trends in Seed Industry, BioAsia 2010
BioAsia: The Global Bio Business Forum
 
Agribiotech R&D in Private sector
Agribiotech R&D in Private sectorAgribiotech R&D in Private sector
Agribiotech R&D in Private sector
BioAsia: The Global Bio Business Forum
 
Bioasia2010
Bioasia2010Bioasia2010

More from BioAsia: The Global Bio Business Forum (20)

Cdti biotech spain_juan_carlos_cortes
Cdti  biotech spain_juan_carlos_cortesCdti  biotech spain_juan_carlos_cortes
Cdti biotech spain_juan_carlos_cortes
 
BioAsia Ms. Mandisa Hela - South Africa
BioAsia Ms. Mandisa Hela - South AfricaBioAsia Ms. Mandisa Hela - South Africa
BioAsia Ms. Mandisa Hela - South Africa
 
Jordan FDA - BioAsia 2013
Jordan FDA - BioAsia 2013Jordan FDA - BioAsia 2013
Jordan FDA - BioAsia 2013
 
Drug Administration GoAP - Shri BL Meena
Drug Administration GoAP - Shri BL MeenaDrug Administration GoAP - Shri BL Meena
Drug Administration GoAP - Shri BL Meena
 
Myanmar Presentation - BioAsia 2013
Myanmar Presentation - BioAsia 2013Myanmar Presentation - BioAsia 2013
Myanmar Presentation - BioAsia 2013
 
Prof. Juozas Galdikas Lthuania - BioAsia 2013
Prof. Juozas Galdikas Lthuania - BioAsia 2013Prof. Juozas Galdikas Lthuania - BioAsia 2013
Prof. Juozas Galdikas Lthuania - BioAsia 2013
 
How to start a discovery based R&D company in India?
How to start a discovery based R&D company in India?How to start a discovery based R&D company in India?
How to start a discovery based R&D company in India?
 
SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...
SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...
SOME HEALTHY CYNICISM REGARDING NANOMETER-SIZED DRUG AND ANTIGEN DELIVERY SY...
 
Application of the embryonic stem cell model for drug discovery and developme...
Application of the embryonic stem cell model for drug discovery and developme...Application of the embryonic stem cell model for drug discovery and developme...
Application of the embryonic stem cell model for drug discovery and developme...
 
Hematopoietic Stem Cell Transplantation : Opportunities and challenges
Hematopoietic Stem Cell Transplantation : Opportunities and challengesHematopoietic Stem Cell Transplantation : Opportunities and challenges
Hematopoietic Stem Cell Transplantation : Opportunities and challenges
 
Cellular Therapies (Including Stem Cell treatment) for Human SCI
Cellular Therapies (Including Stem Cell  treatment) for  Human SCICellular Therapies (Including Stem Cell  treatment) for  Human SCI
Cellular Therapies (Including Stem Cell treatment) for Human SCI
 
VACCINES: India’s Strength
VACCINES: India’s StrengthVACCINES: India’s Strength
VACCINES: India’s Strength
 
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...
Rushing to Outsource Pharmaceutical R&D to India? Consider a host Intellectua...
 
Transfer of novel academic research in vaccines into marketable products – a ...
Transfer of novel academic research in vaccines into marketable products – a ...Transfer of novel academic research in vaccines into marketable products – a ...
Transfer of novel academic research in vaccines into marketable products – a ...
 
Renaissance ctsi at BioAsia
Renaissance ctsi at BioAsiaRenaissance ctsi at BioAsia
Renaissance ctsi at BioAsia
 
Importance of Pharmacovigilance for a Biotechnology company
Importance of Pharmacovigilance for a Biotechnology companyImportance of Pharmacovigilance for a Biotechnology company
Importance of Pharmacovigilance for a Biotechnology company
 
Accelerator overview at BioAsia
Accelerator overview at BioAsiaAccelerator overview at BioAsia
Accelerator overview at BioAsia
 
Current issues and trends in Seed Industry, BioAsia 2010
Current issues and trends in Seed Industry, BioAsia 2010Current issues and trends in Seed Industry, BioAsia 2010
Current issues and trends in Seed Industry, BioAsia 2010
 
Agribiotech R&D in Private sector
Agribiotech R&D in Private sectorAgribiotech R&D in Private sector
Agribiotech R&D in Private sector
 
Bioasia2010
Bioasia2010Bioasia2010
Bioasia2010
 

Recently uploaded

Business Valuation Principles for Entrepreneurs
Business Valuation Principles for EntrepreneursBusiness Valuation Principles for Entrepreneurs
Business Valuation Principles for Entrepreneurs
Ben Wann
 
anas about venice for grade 6f about venice
anas about venice for grade 6f about veniceanas about venice for grade 6f about venice
anas about venice for grade 6f about venice
anasabutalha2013
 
falcon-invoice-discounting-a-premier-platform-for-investors-in-india
falcon-invoice-discounting-a-premier-platform-for-investors-in-indiafalcon-invoice-discounting-a-premier-platform-for-investors-in-india
falcon-invoice-discounting-a-premier-platform-for-investors-in-india
Falcon Invoice Discounting
 
Buy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star ReviewsBuy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star Reviews
usawebmarket
 
What are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdfWhat are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdf
HumanResourceDimensi1
 
Set off and carry forward of losses and assessment of individuals.pptx
Set off and carry forward of losses and assessment of individuals.pptxSet off and carry forward of losses and assessment of individuals.pptx
Set off and carry forward of losses and assessment of individuals.pptx
HARSHITHV26
 
3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx
tanyjahb
 
Role of Remote Sensing and Monitoring in Mining
Role of Remote Sensing and Monitoring in MiningRole of Remote Sensing and Monitoring in Mining
Role of Remote Sensing and Monitoring in Mining
Naaraayani Minerals Pvt.Ltd
 
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n PrintAffordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Navpack & Print
 
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
taqyed
 
Improving profitability for small business
Improving profitability for small businessImproving profitability for small business
Improving profitability for small business
Ben Wann
 
5 Things You Need To Know Before Hiring a Videographer
5 Things You Need To Know Before Hiring a Videographer5 Things You Need To Know Before Hiring a Videographer
5 Things You Need To Know Before Hiring a Videographer
ofm712785
 
Premium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern BusinessesPremium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern Businesses
SynapseIndia
 
Brand Analysis for an artist named Struan
Brand Analysis for an artist named StruanBrand Analysis for an artist named Struan
Brand Analysis for an artist named Struan
sarahvanessa51503
 
Cracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptxCracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptx
Workforce Group
 
Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...
dylandmeas
 
Enterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdfEnterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdf
KaiNexus
 
Taurus Zodiac Sign_ Personality Traits and Sign Dates.pptx
Taurus Zodiac Sign_ Personality Traits and Sign Dates.pptxTaurus Zodiac Sign_ Personality Traits and Sign Dates.pptx
Taurus Zodiac Sign_ Personality Traits and Sign Dates.pptx
my Pandit
 
PriyoShop Celebration Pohela Falgun Mar 20, 2024
PriyoShop Celebration Pohela Falgun Mar 20, 2024PriyoShop Celebration Pohela Falgun Mar 20, 2024
PriyoShop Celebration Pohela Falgun Mar 20, 2024
PriyoShop.com LTD
 
20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf
tjcomstrang
 

Recently uploaded (20)

Business Valuation Principles for Entrepreneurs
Business Valuation Principles for EntrepreneursBusiness Valuation Principles for Entrepreneurs
Business Valuation Principles for Entrepreneurs
 
anas about venice for grade 6f about venice
anas about venice for grade 6f about veniceanas about venice for grade 6f about venice
anas about venice for grade 6f about venice
 
falcon-invoice-discounting-a-premier-platform-for-investors-in-india
falcon-invoice-discounting-a-premier-platform-for-investors-in-indiafalcon-invoice-discounting-a-premier-platform-for-investors-in-india
falcon-invoice-discounting-a-premier-platform-for-investors-in-india
 
Buy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star ReviewsBuy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star Reviews
 
What are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdfWhat are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdf
 
Set off and carry forward of losses and assessment of individuals.pptx
Set off and carry forward of losses and assessment of individuals.pptxSet off and carry forward of losses and assessment of individuals.pptx
Set off and carry forward of losses and assessment of individuals.pptx
 
3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx
 
Role of Remote Sensing and Monitoring in Mining
Role of Remote Sensing and Monitoring in MiningRole of Remote Sensing and Monitoring in Mining
Role of Remote Sensing and Monitoring in Mining
 
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n PrintAffordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n Print
 
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
 
Improving profitability for small business
Improving profitability for small businessImproving profitability for small business
Improving profitability for small business
 
5 Things You Need To Know Before Hiring a Videographer
5 Things You Need To Know Before Hiring a Videographer5 Things You Need To Know Before Hiring a Videographer
5 Things You Need To Know Before Hiring a Videographer
 
Premium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern BusinessesPremium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern Businesses
 
Brand Analysis for an artist named Struan
Brand Analysis for an artist named StruanBrand Analysis for an artist named Struan
Brand Analysis for an artist named Struan
 
Cracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptxCracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptx
 
Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...
 
Enterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdfEnterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdf
 
Taurus Zodiac Sign_ Personality Traits and Sign Dates.pptx
Taurus Zodiac Sign_ Personality Traits and Sign Dates.pptxTaurus Zodiac Sign_ Personality Traits and Sign Dates.pptx
Taurus Zodiac Sign_ Personality Traits and Sign Dates.pptx
 
PriyoShop Celebration Pohela Falgun Mar 20, 2024
PriyoShop Celebration Pohela Falgun Mar 20, 2024PriyoShop Celebration Pohela Falgun Mar 20, 2024
PriyoShop Celebration Pohela Falgun Mar 20, 2024
 
20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf
 

A Wider Role for Statisticians in Biopharmaceutical Industry

  • 1. A Wider Role for Statisticians in Biopharmaceutical Industry Former Director of Indian Statistical Institute Distinguished Professor Emeritus and Advisor of C R Rao AIMSCS BIOASIA Feb 3-6, 2010, Hyderabad C. R. Rao, Sc.D., FRS __________________________________________________________________ It is to the statistician that the present age turns for what is most essential in all its important activities - R. A. Fisher
  • 2.
  • 3. VISION To utilize statistical expertise in the best possible way to all areas of industry in which it will contribute to value creation __________________________________________________ Statistical knowledge is a national resource. As a knowledge based technology, it can be used without any investment in money and material anywhere to enhance performance.
  • 4.
  • 5. On Tue, Jan 12, 2010, at 05:17 PM,  &quot;Suryawanshi, Shailaja&quot; < [email_address] >  wrote: Dear Sir, I have 2 kinds of endpoints - a continuous efficacy endpoint & a discrete safety endpoint (such as occurrence of an adverse experience).  Can these data be jointly modeled to draw any inference on the risk/benefit of a drug?  Are there methods to handle this - if so what are they - if not can they be developed? Thanks, Shailaja Merck& Co.Inc.,New Jersy
  • 6.
  • 7. Pre - Clinical Phase Get the Statisticians more involved in the pre clinical and early clinical investigations, where value is created in terms of knowledge . Close collaboration is needed between statisticians and research workers in drug discovery.
  • 8.
  • 9. Analysis of Data Analysis of data collected from clinical trials is the most difficult job of a statistician as no data set obtained from an experiment is perfect and a routine use of available software may not be appropriate. The statistician has to be in contact with the data management staff, software experts and the research staff engaged in drug discovery, devise the appropriate statistical methodology for analysis of data.
  • 10. Statisticians, not statistics, are important The technical analysis of any large collection of data is a task of a highly trained and expensive man who knows the mathematical theory of statistics inside and out. Otherwise the outcome is likely to be a collection of drawings( produced by some software) interesting enough in a colored Sunday Supplement, but hardly the sort of thing from which to draw reliable inference. - Eric T. Bell Mathematics : Queen and Servant of Science, p.383
  • 11. Reporting of Results This is the job of the statistician in collaboration with the research staff. The guidelines for reporting the results are available, but conveying the efficacy of the new drug and side effects in clear terms needs some experience.
  • 12. Role and Responsibilities An advertisement for the post of a statistician by Pfizer Co The statistician will be an integral member of a systems biology team which develops and/or uses computational and statistical approaches to manage and derive knowledge of biological processes from large biological datasets (e.g., expression profiling, and other ‘omics’ sets) Teams will consist of computational biologists, geneticists, statisticians and bioinformatics specialists. These statistician positions are unique in requiring a substantial working knowledge biology. This is necessary in order to collaborate effectively with biologists in the design of appropriate experiments that will effectively elucidate the biological processes underpinning metabolic diseases
  • 13. It pays to have statisticians on TOP and not on TAP Thank You