SlideShare a Scribd company logo
1 of 85
Download to read offline
•
••
•
••
•
Qualitative
Dichotomus
Quantitative Normally distributed data Student's t Test
Qualitative
Polinomial
Quantitative Normally distributed data ANOVA
Quantitative Quantitative Repeated measurement of the Paired t TestQuantitative Quantitative Repeated measurement of the
same individual & item (e.g.
Hb level before & after
treatment). Normally
distributed data
Paired t Test
Quantitative -
continous
Quantitative -
continous
Normally distributed data Pearson Correlation
& Linear
Regresssion
Qualitative
Dichotomus
Quantitative Data not normally distributed Wilcoxon Rank Sum
Test or U Mann-
Whitney Test
Qualitative Quantitative Data not normally distributed Kruskal-Wallis OneQualitative
Polinomial
Quantitative Data not normally distributed Kruskal-Wallis One
Way ANOVA Test
Quantitative Quantitative Repeated measurement of the
same individual & item
Wilcoxon Rank Sign
Test
Quantitative -
continous/ordina
l
Quantitative -
continous
Data not normally distributed Spearman/Kendall
Rank Correlation
Variable 1 Variable 2 Criteria Type of Test
Qualitative Qualitative Sample size > 20 dan no
expected value < 5
Chi Square Test (X
2
)
Qualitative Qualitative Sample size > 30 Proportionate TestQualitative
Dichotomus
Qualitative
Dichotomus
Sample size > 30 Proportionate Test
Qualitative
Dichotomus
Qualitative
Dichotomus
Sample size > 40 but with at
least one expected value < 5
X
2
Test with Yates
Correction
Qualitative Quantitative Normally distributed data Student's t TestQualitative
Dichotomus
Qualitative
Dichotomus
Sample size < 20 or (< 40 but
with at least one expected
value < 5)
Fisher Test
Qualitative Quantitative Data not normally distributed Wilcoxon Rank Sum
•
•
•
•
–
–
•
•
•–
•
–
–
–
–
•
•
–
•
–
•
–
––
•
–
–
–
–
•
•
•
•
•
•
•
•
• •
•
•
•
•
•
•
•
–
–
•
•
•
•
•
•
•
•
•
Variable 1 Variable 2 Criteria Type of Test
Qualitative Qualitative Sample size > 20 dan no
expected value < 5
Chi Square Test (X2
)
Qualitative
Dichotomus
Qualitative
Dichotomus
Sample size > 30 Proportionate Test
Qualitative
Dichotomus
Qualitative
Dichotomus
Sample size > 40 but with at
least one expected value < 5
X
2
Test with Yates
Correction
Qualitative Quantitative Normally distributed data Student's t TestQualitative
Dichotomus
Qualitative
Dichotomus
Sample size < 20 or (< 40 but
with at least one expected
value < 5)
Fisher Test
Qualitative Quantitative Data not normally distributed Wilcoxon Rank Sum
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
Qualitative
Dichotomus
Quantitative Normally distributed data Student's t Test
Qualitative
Polinomial
Quantitative Normally distributed data ANOVA
Quantitative Quantitative Repeated measurement of the Paired t Test
•
•
Quantitative Quantitative Repeated measurement of the
same individual & item (e.g.
Hb level before & after
treatment). Normally
distributed data
Paired t Test
Quantitative -
continous
Quantitative -
continous
Normally distributed data Pearson Correlation
& Linear
Regresssion
•
•
•
•
•
•
•
•
•
•
•
••
•
•
•
•
•
•
•
–
Qualitative
Dichotomus
Quantitative Normally distributed data Student's t Test
Qualitative
Polinomial
Quantitative Normally distributed data ANOVA
Quantitative Quantitative Repeated measurement of the
same individual & item (e.g.
Hb level before & after
treatment). Normally
distributed data
Paired t Test
Quantitative -
continous
Quantitative -
continous
Normally distributed data Pearson Correlation
& Linear
•
continous continous & Linear
Regresssion
••
•
•
•
•
•
•
•
•
•
•
•
•
–
Qualitative
Dichotomus
Quantitative Normally distributed data Student's t Test
Qualitative
Polinomial
Quantitative Normally distributed data ANOVA
Quantitative Quantitative Repeated measurement of the
same individual & item (e.g.
Hb level before & after
treatment). Normally
distributed data
Paired t Test
Quantitative -
continous
Quantitative -
continous
Normally distributed data Pearson Correlation
& Linear
•
continous continous & Linear
Regresssion
•
•
•
•
•
•
•
•
•
•
•
Introduction to Statistical Analysis Using Graphpad Prism 6
Introduction to Statistical Analysis Using Graphpad Prism 6
Introduction to Statistical Analysis Using Graphpad Prism 6
Introduction to Statistical Analysis Using Graphpad Prism 6
Introduction to Statistical Analysis Using Graphpad Prism 6

More Related Content

What's hot

Introduction to sas
Introduction to sasIntroduction to sas
Introduction to sasAjay Ohri
 
Application of excel and spss programme in statistical
Application of excel and spss programme in statisticalApplication of excel and spss programme in statistical
Application of excel and spss programme in statisticalVeenaV29
 
DATA GRAPHICS -REPRESENTATION OF DATA
DATA GRAPHICS -REPRESENTATION OF DATADATA GRAPHICS -REPRESENTATION OF DATA
DATA GRAPHICS -REPRESENTATION OF DATADr-Jitendra Patel
 
Understanding clinical trial's statistics
Understanding clinical trial's statisticsUnderstanding clinical trial's statistics
Understanding clinical trial's statisticsMagdy Khames Aly
 
Workshop Part 2: Publication Ethics for Biomedical Researchers (BioMed Centra...
Workshop Part 2: Publication Ethics for Biomedical Researchers (BioMed Centra...Workshop Part 2: Publication Ethics for Biomedical Researchers (BioMed Centra...
Workshop Part 2: Publication Ethics for Biomedical Researchers (BioMed Centra...balaram_biomedcentral
 
non parametric statistics
non parametric statisticsnon parametric statistics
non parametric statisticsAnchal Garg
 
Biostatistics in Clinical Research
Biostatistics in Clinical ResearchBiostatistics in Clinical Research
Biostatistics in Clinical ResearchAbhaya Indrayan
 
Sas Statistical Analysis System
Sas Statistical Analysis SystemSas Statistical Analysis System
Sas Statistical Analysis SystemSushil kasar
 
Clinical trial design
Clinical trial designClinical trial design
Clinical trial designUrmila Aswar
 
Experimental Design | Statistics
Experimental Design | StatisticsExperimental Design | Statistics
Experimental Design | StatisticsTransweb Global Inc
 
biostatstics :Type and presentation of data
biostatstics :Type and presentation of databiostatstics :Type and presentation of data
biostatstics :Type and presentation of datanaresh gill
 
CDISC SDTM Domain Presentation
CDISC SDTM Domain PresentationCDISC SDTM Domain Presentation
CDISC SDTM Domain PresentationAnkur Sharma
 

What's hot (20)

Introduction to sas
Introduction to sasIntroduction to sas
Introduction to sas
 
Application of excel and spss programme in statistical
Application of excel and spss programme in statisticalApplication of excel and spss programme in statistical
Application of excel and spss programme in statistical
 
DATA GRAPHICS -REPRESENTATION OF DATA
DATA GRAPHICS -REPRESENTATION OF DATADATA GRAPHICS -REPRESENTATION OF DATA
DATA GRAPHICS -REPRESENTATION OF DATA
 
Understanding clinical trial's statistics
Understanding clinical trial's statisticsUnderstanding clinical trial's statistics
Understanding clinical trial's statistics
 
Workshop Part 2: Publication Ethics for Biomedical Researchers (BioMed Centra...
Workshop Part 2: Publication Ethics for Biomedical Researchers (BioMed Centra...Workshop Part 2: Publication Ethics for Biomedical Researchers (BioMed Centra...
Workshop Part 2: Publication Ethics for Biomedical Researchers (BioMed Centra...
 
Sas demo
Sas demoSas demo
Sas demo
 
Regression ppt
Regression pptRegression ppt
Regression ppt
 
Introduction to statistical software R
Introduction to statistical software RIntroduction to statistical software R
Introduction to statistical software R
 
non parametric statistics
non parametric statisticsnon parametric statistics
non parametric statistics
 
INTRODUCTION TO SAS
INTRODUCTION TO SASINTRODUCTION TO SAS
INTRODUCTION TO SAS
 
Bio stat
Bio statBio stat
Bio stat
 
Biostatistics in Clinical Research
Biostatistics in Clinical ResearchBiostatistics in Clinical Research
Biostatistics in Clinical Research
 
Statistical software
Statistical softwareStatistical software
Statistical software
 
Sas Statistical Analysis System
Sas Statistical Analysis SystemSas Statistical Analysis System
Sas Statistical Analysis System
 
Clinical Trials, Epidemiology and Biostatistics in Skin Disease
Clinical Trials, Epidemiology and Biostatistics in Skin DiseaseClinical Trials, Epidemiology and Biostatistics in Skin Disease
Clinical Trials, Epidemiology and Biostatistics in Skin Disease
 
Clinical trial design
Clinical trial designClinical trial design
Clinical trial design
 
Experimental Design | Statistics
Experimental Design | StatisticsExperimental Design | Statistics
Experimental Design | Statistics
 
biostatstics :Type and presentation of data
biostatstics :Type and presentation of databiostatstics :Type and presentation of data
biostatstics :Type and presentation of data
 
CDISC SDTM Domain Presentation
CDISC SDTM Domain PresentationCDISC SDTM Domain Presentation
CDISC SDTM Domain Presentation
 
Statistical software.pptx
Statistical software.pptxStatistical software.pptx
Statistical software.pptx
 

Similar to Introduction to Statistical Analysis Using Graphpad Prism 6

Test of significance in Statistics
Test of significance in StatisticsTest of significance in Statistics
Test of significance in StatisticsVikash Keshri
 
The Chi-Square Statistic: Tests for Goodness of Fit and Independence
The Chi-Square Statistic: Tests for Goodness of Fit and IndependenceThe Chi-Square Statistic: Tests for Goodness of Fit and Independence
The Chi-Square Statistic: Tests for Goodness of Fit and Independencejasondroesch
 
Summary of statistical tools used in spss
Summary of statistical tools used in spssSummary of statistical tools used in spss
Summary of statistical tools used in spssSubodh Khanal
 
Non parametric methods
Non parametric methodsNon parametric methods
Non parametric methodsPedro Moreira
 
4.1 hypothesis intro, left,right and two tail test
4.1 hypothesis intro, left,right and two tail test4.1 hypothesis intro, left,right and two tail test
4.1 hypothesis intro, left,right and two tail testRevanthNarne
 
Non-parametric tests:correlation.pptx
Non-parametric tests:correlation.pptxNon-parametric tests:correlation.pptx
Non-parametric tests:correlation.pptxOshinBhatia2
 
Inferential Statistics- Dr Ryan Thomas Williams
Inferential Statistics- Dr Ryan Thomas WilliamsInferential Statistics- Dr Ryan Thomas Williams
Inferential Statistics- Dr Ryan Thomas WilliamsRyan Williams
 
Right statistics for the right research questions
Right statistics for the right research questionsRight statistics for the right research questions
Right statistics for the right research questionsSheila Shamuganathan
 
Statistics of Non-Parametric test Biostat.ppt
Statistics of Non-Parametric test Biostat.pptStatistics of Non-Parametric test Biostat.ppt
Statistics of Non-Parametric test Biostat.pptDrDeveshPandey1
 
#NICAR14 Stats in the Newsroom Part Deux
#NICAR14 Stats in the Newsroom Part Deux#NICAR14 Stats in the Newsroom Part Deux
#NICAR14 Stats in the Newsroom Part DeuxSteven Rich
 

Similar to Introduction to Statistical Analysis Using Graphpad Prism 6 (20)

Statistics
StatisticsStatistics
Statistics
 
Test of significance in Statistics
Test of significance in StatisticsTest of significance in Statistics
Test of significance in Statistics
 
The Chi-Square Statistic: Tests for Goodness of Fit and Independence
The Chi-Square Statistic: Tests for Goodness of Fit and IndependenceThe Chi-Square Statistic: Tests for Goodness of Fit and Independence
The Chi-Square Statistic: Tests for Goodness of Fit and Independence
 
Chi square
Chi squareChi square
Chi square
 
Summary of statistical tools used in spss
Summary of statistical tools used in spssSummary of statistical tools used in spss
Summary of statistical tools used in spss
 
Non parametric methods
Non parametric methodsNon parametric methods
Non parametric methods
 
Stat topics
Stat topicsStat topics
Stat topics
 
Hypothesis testing
Hypothesis testingHypothesis testing
Hypothesis testing
 
4.1 hypothesis intro, left,right and two tail test
4.1 hypothesis intro, left,right and two tail test4.1 hypothesis intro, left,right and two tail test
4.1 hypothesis intro, left,right and two tail test
 
Non-parametric tests:correlation.pptx
Non-parametric tests:correlation.pptxNon-parametric tests:correlation.pptx
Non-parametric tests:correlation.pptx
 
Hypothesis Testing.pptx
Hypothesis Testing.pptxHypothesis Testing.pptx
Hypothesis Testing.pptx
 
variables cont
variables contvariables cont
variables cont
 
Type of bioassays
Type of bioassaysType of bioassays
Type of bioassays
 
chi_square test.pptx
chi_square test.pptxchi_square test.pptx
chi_square test.pptx
 
UNIT 5.pptx
UNIT 5.pptxUNIT 5.pptx
UNIT 5.pptx
 
Inferential Statistics- Dr Ryan Thomas Williams
Inferential Statistics- Dr Ryan Thomas WilliamsInferential Statistics- Dr Ryan Thomas Williams
Inferential Statistics- Dr Ryan Thomas Williams
 
Right statistics for the right research questions
Right statistics for the right research questionsRight statistics for the right research questions
Right statistics for the right research questions
 
Statistics of Non-Parametric test Biostat.ppt
Statistics of Non-Parametric test Biostat.pptStatistics of Non-Parametric test Biostat.ppt
Statistics of Non-Parametric test Biostat.ppt
 
Ds 2251 -_hypothesis test
Ds 2251 -_hypothesis testDs 2251 -_hypothesis test
Ds 2251 -_hypothesis test
 
#NICAR14 Stats in the Newsroom Part Deux
#NICAR14 Stats in the Newsroom Part Deux#NICAR14 Stats in the Newsroom Part Deux
#NICAR14 Stats in the Newsroom Part Deux
 

More from Azmi Mohd Tamil

Hybrid setup - How to conduct simultaneous face-to-face and online presentati...
Hybrid setup - How to conduct simultaneous face-to-face and online presentati...Hybrid setup - How to conduct simultaneous face-to-face and online presentati...
Hybrid setup - How to conduct simultaneous face-to-face and online presentati...Azmi Mohd Tamil
 
Audiovisual and technicalities from preparation to retrieval how to enhance m...
Audiovisual and technicalities from preparation to retrieval how to enhance m...Audiovisual and technicalities from preparation to retrieval how to enhance m...
Audiovisual and technicalities from preparation to retrieval how to enhance m...Azmi Mohd Tamil
 
Broadcast quality online teaching at zero budget
Broadcast quality online teaching at zero budgetBroadcast quality online teaching at zero budget
Broadcast quality online teaching at zero budgetAzmi Mohd Tamil
 
Video for Teaching & Learning: OBS
Video for Teaching & Learning: OBSVideo for Teaching & Learning: OBS
Video for Teaching & Learning: OBSAzmi Mohd Tamil
 
Bengkel 21-12-2020 - Etika atas Talian & Alat Minima
Bengkel 21-12-2020 - Etika atas Talian & Alat MinimaBengkel 21-12-2020 - Etika atas Talian & Alat Minima
Bengkel 21-12-2020 - Etika atas Talian & Alat MinimaAzmi Mohd Tamil
 
GIS & History of Mapping in Malaya (lecture notes circa 2009)
GIS & History of Mapping in Malaya (lecture notes circa 2009)GIS & History of Mapping in Malaya (lecture notes circa 2009)
GIS & History of Mapping in Malaya (lecture notes circa 2009)Azmi Mohd Tamil
 
Blended e-learning in UKMFolio
Blended e-learning in UKMFolioBlended e-learning in UKMFolio
Blended e-learning in UKMFolioAzmi Mohd Tamil
 
How to Compute & Recode SPSS Data
How to Compute & Recode SPSS DataHow to Compute & Recode SPSS Data
How to Compute & Recode SPSS DataAzmi Mohd Tamil
 
Hack#38 - How to Stream Zoom to Facebook & YouTube Without Using An Encoder o...
Hack#38 - How to Stream Zoom to Facebook & YouTube Without Using An Encoder o...Hack#38 - How to Stream Zoom to Facebook & YouTube Without Using An Encoder o...
Hack#38 - How to Stream Zoom to Facebook & YouTube Without Using An Encoder o...Azmi Mohd Tamil
 
Hack#37 - How to simultaneously live stream to 4 sites using a single hardwar...
Hack#37 - How to simultaneously live stream to 4 sites using a single hardwar...Hack#37 - How to simultaneously live stream to 4 sites using a single hardwar...
Hack#37 - How to simultaneously live stream to 4 sites using a single hardwar...Azmi Mohd Tamil
 
Cochran Mantel Haenszel Test with Breslow-Day Test & Quadratic Equation
Cochran Mantel Haenszel Test with Breslow-Day Test & Quadratic EquationCochran Mantel Haenszel Test with Breslow-Day Test & Quadratic Equation
Cochran Mantel Haenszel Test with Breslow-Day Test & Quadratic EquationAzmi Mohd Tamil
 
New Emerging And Reemerging Infections circa 2006
New Emerging And Reemerging Infections circa 2006New Emerging And Reemerging Infections circa 2006
New Emerging And Reemerging Infections circa 2006Azmi Mohd Tamil
 
Hacks#36 -Raspberry Pi 4 Mini Computer
Hacks#36 -Raspberry Pi 4 Mini ComputerHacks#36 -Raspberry Pi 4 Mini Computer
Hacks#36 -Raspberry Pi 4 Mini ComputerAzmi Mohd Tamil
 
Hack#35 How to FB Live using a Video Encoder
Hack#35 How to FB Live using a Video EncoderHack#35 How to FB Live using a Video Encoder
Hack#35 How to FB Live using a Video EncoderAzmi Mohd Tamil
 
Hack#34 - Online Teaching with Microsoft Teams
Hack#34 - Online Teaching with Microsoft TeamsHack#34 - Online Teaching with Microsoft Teams
Hack#34 - Online Teaching with Microsoft TeamsAzmi Mohd Tamil
 
Skype for Business for UKM
Skype for Business for UKM Skype for Business for UKM
Skype for Business for UKM Azmi Mohd Tamil
 
Introduction to Structural Equation Modeling
Introduction to Structural Equation ModelingIntroduction to Structural Equation Modeling
Introduction to Structural Equation ModelingAzmi Mohd Tamil
 
Safe computing (circa 2004)
Safe computing (circa 2004)Safe computing (circa 2004)
Safe computing (circa 2004)Azmi Mohd Tamil
 
Introduction to 20 Classroom Hacks For Education 4.0 (updated)
Introduction to 20 Classroom Hacks For Education 4.0 (updated)Introduction to 20 Classroom Hacks For Education 4.0 (updated)
Introduction to 20 Classroom Hacks For Education 4.0 (updated)Azmi Mohd Tamil
 

More from Azmi Mohd Tamil (20)

Hybrid setup - How to conduct simultaneous face-to-face and online presentati...
Hybrid setup - How to conduct simultaneous face-to-face and online presentati...Hybrid setup - How to conduct simultaneous face-to-face and online presentati...
Hybrid setup - How to conduct simultaneous face-to-face and online presentati...
 
Audiovisual and technicalities from preparation to retrieval how to enhance m...
Audiovisual and technicalities from preparation to retrieval how to enhance m...Audiovisual and technicalities from preparation to retrieval how to enhance m...
Audiovisual and technicalities from preparation to retrieval how to enhance m...
 
Broadcast quality online teaching at zero budget
Broadcast quality online teaching at zero budgetBroadcast quality online teaching at zero budget
Broadcast quality online teaching at zero budget
 
Video for Teaching & Learning: OBS
Video for Teaching & Learning: OBSVideo for Teaching & Learning: OBS
Video for Teaching & Learning: OBS
 
Bengkel 21-12-2020 - Etika atas Talian & Alat Minima
Bengkel 21-12-2020 - Etika atas Talian & Alat MinimaBengkel 21-12-2020 - Etika atas Talian & Alat Minima
Bengkel 21-12-2020 - Etika atas Talian & Alat Minima
 
GIS & History of Mapping in Malaya (lecture notes circa 2009)
GIS & History of Mapping in Malaya (lecture notes circa 2009)GIS & History of Mapping in Malaya (lecture notes circa 2009)
GIS & History of Mapping in Malaya (lecture notes circa 2009)
 
Blended e-learning in UKMFolio
Blended e-learning in UKMFolioBlended e-learning in UKMFolio
Blended e-learning in UKMFolio
 
How to Compute & Recode SPSS Data
How to Compute & Recode SPSS DataHow to Compute & Recode SPSS Data
How to Compute & Recode SPSS Data
 
Hack#38 - How to Stream Zoom to Facebook & YouTube Without Using An Encoder o...
Hack#38 - How to Stream Zoom to Facebook & YouTube Without Using An Encoder o...Hack#38 - How to Stream Zoom to Facebook & YouTube Without Using An Encoder o...
Hack#38 - How to Stream Zoom to Facebook & YouTube Without Using An Encoder o...
 
Hack#37 - How to simultaneously live stream to 4 sites using a single hardwar...
Hack#37 - How to simultaneously live stream to 4 sites using a single hardwar...Hack#37 - How to simultaneously live stream to 4 sites using a single hardwar...
Hack#37 - How to simultaneously live stream to 4 sites using a single hardwar...
 
Cochran Mantel Haenszel Test with Breslow-Day Test & Quadratic Equation
Cochran Mantel Haenszel Test with Breslow-Day Test & Quadratic EquationCochran Mantel Haenszel Test with Breslow-Day Test & Quadratic Equation
Cochran Mantel Haenszel Test with Breslow-Day Test & Quadratic Equation
 
New Emerging And Reemerging Infections circa 2006
New Emerging And Reemerging Infections circa 2006New Emerging And Reemerging Infections circa 2006
New Emerging And Reemerging Infections circa 2006
 
Hacks#36 -Raspberry Pi 4 Mini Computer
Hacks#36 -Raspberry Pi 4 Mini ComputerHacks#36 -Raspberry Pi 4 Mini Computer
Hacks#36 -Raspberry Pi 4 Mini Computer
 
Hack#35 How to FB Live using a Video Encoder
Hack#35 How to FB Live using a Video EncoderHack#35 How to FB Live using a Video Encoder
Hack#35 How to FB Live using a Video Encoder
 
Hack#34 - Online Teaching with Microsoft Teams
Hack#34 - Online Teaching with Microsoft TeamsHack#34 - Online Teaching with Microsoft Teams
Hack#34 - Online Teaching with Microsoft Teams
 
Hack#33 How To FB-Live
Hack#33 How To FB-LiveHack#33 How To FB-Live
Hack#33 How To FB-Live
 
Skype for Business for UKM
Skype for Business for UKM Skype for Business for UKM
Skype for Business for UKM
 
Introduction to Structural Equation Modeling
Introduction to Structural Equation ModelingIntroduction to Structural Equation Modeling
Introduction to Structural Equation Modeling
 
Safe computing (circa 2004)
Safe computing (circa 2004)Safe computing (circa 2004)
Safe computing (circa 2004)
 
Introduction to 20 Classroom Hacks For Education 4.0 (updated)
Introduction to 20 Classroom Hacks For Education 4.0 (updated)Introduction to 20 Classroom Hacks For Education 4.0 (updated)
Introduction to 20 Classroom Hacks For Education 4.0 (updated)
 

Recently uploaded

💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...Taniya Sharma
 
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night EnjoyCall Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoybabeytanya
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Call Girls in Nagpur High Profile
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service CoimbatoreCall Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatorenarwatsonia7
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...Arohi Goyal
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...jageshsingh5554
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...hotbabesbook
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...Neha Kaur
 
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipurparulsinha
 
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night EnjoyCall Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoybabeytanya
 
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Dipal Arora
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...astropune
 
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call girls in Ahmedabad High profile
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.MiadAlsulami
 
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...narwatsonia7
 

Recently uploaded (20)

💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
 
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night EnjoyCall Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service CoimbatoreCall Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatore
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
 
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
 
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
 
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night EnjoyCall Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoy
 
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
 
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
 
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
 

Introduction to Statistical Analysis Using Graphpad Prism 6

  • 1.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12. Qualitative Dichotomus Quantitative Normally distributed data Student's t Test Qualitative Polinomial Quantitative Normally distributed data ANOVA Quantitative Quantitative Repeated measurement of the Paired t TestQuantitative Quantitative Repeated measurement of the same individual & item (e.g. Hb level before & after treatment). Normally distributed data Paired t Test Quantitative - continous Quantitative - continous Normally distributed data Pearson Correlation & Linear Regresssion
  • 13. Qualitative Dichotomus Quantitative Data not normally distributed Wilcoxon Rank Sum Test or U Mann- Whitney Test Qualitative Quantitative Data not normally distributed Kruskal-Wallis OneQualitative Polinomial Quantitative Data not normally distributed Kruskal-Wallis One Way ANOVA Test Quantitative Quantitative Repeated measurement of the same individual & item Wilcoxon Rank Sign Test Quantitative - continous/ordina l Quantitative - continous Data not normally distributed Spearman/Kendall Rank Correlation
  • 14. Variable 1 Variable 2 Criteria Type of Test Qualitative Qualitative Sample size > 20 dan no expected value < 5 Chi Square Test (X 2 ) Qualitative Qualitative Sample size > 30 Proportionate TestQualitative Dichotomus Qualitative Dichotomus Sample size > 30 Proportionate Test Qualitative Dichotomus Qualitative Dichotomus Sample size > 40 but with at least one expected value < 5 X 2 Test with Yates Correction Qualitative Quantitative Normally distributed data Student's t TestQualitative Dichotomus Qualitative Dichotomus Sample size < 20 or (< 40 but with at least one expected value < 5) Fisher Test Qualitative Quantitative Data not normally distributed Wilcoxon Rank Sum
  • 15.
  • 17.
  • 19.
  • 21.
  • 23.
  • 25.
  • 26.
  • 29.
  • 31.
  • 32.
  • 35.
  • 37. • • Variable 1 Variable 2 Criteria Type of Test Qualitative Qualitative Sample size > 20 dan no expected value < 5 Chi Square Test (X2 ) Qualitative Dichotomus Qualitative Dichotomus Sample size > 30 Proportionate Test Qualitative Dichotomus Qualitative Dichotomus Sample size > 40 but with at least one expected value < 5 X 2 Test with Yates Correction Qualitative Quantitative Normally distributed data Student's t TestQualitative Dichotomus Qualitative Dichotomus Sample size < 20 or (< 40 but with at least one expected value < 5) Fisher Test Qualitative Quantitative Data not normally distributed Wilcoxon Rank Sum
  • 41.
  • 42.
  • 46.
  • 47.
  • 48. • Qualitative Dichotomus Quantitative Normally distributed data Student's t Test Qualitative Polinomial Quantitative Normally distributed data ANOVA Quantitative Quantitative Repeated measurement of the Paired t Test • • Quantitative Quantitative Repeated measurement of the same individual & item (e.g. Hb level before & after treatment). Normally distributed data Paired t Test Quantitative - continous Quantitative - continous Normally distributed data Pearson Correlation & Linear Regresssion
  • 50.
  • 53.
  • 54.
  • 55.
  • 57.
  • 59.
  • 61.
  • 63.
  • 64.
  • 65.
  • 66.
  • 68. Qualitative Dichotomus Quantitative Normally distributed data Student's t Test Qualitative Polinomial Quantitative Normally distributed data ANOVA Quantitative Quantitative Repeated measurement of the same individual & item (e.g. Hb level before & after treatment). Normally distributed data Paired t Test Quantitative - continous Quantitative - continous Normally distributed data Pearson Correlation & Linear • continous continous & Linear Regresssion
  • 73.
  • 74.
  • 75.
  • 77. Qualitative Dichotomus Quantitative Normally distributed data Student's t Test Qualitative Polinomial Quantitative Normally distributed data ANOVA Quantitative Quantitative Repeated measurement of the same individual & item (e.g. Hb level before & after treatment). Normally distributed data Paired t Test Quantitative - continous Quantitative - continous Normally distributed data Pearson Correlation & Linear • continous continous & Linear Regresssion