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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
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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

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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