BMS2043_Stats_LECT4_2024.pdf

Statistics & Data Analysis Analytical and Clinical Biochemistry (BMS2043) Spring 2024 Lecture 4 Youngchan Kim, PhD Lecturer in Quantum Biology University of Surrey [email protected] | 01AZ04 BMS2043 – Statistics and Data Analysis, 2024 Leverhulme Quantum Biology Doctoral Training Centre Pro...

Statistics & Data Analysis Analytical and Clinical Biochemistry (BMS2043) Spring 2024 Lecture 4 Youngchan Kim, PhD Lecturer in Quantum Biology University of Surrey [email protected] | 01AZ04 BMS2043 – Statistics and Data Analysis, 2024 Leverhulme Quantum Biology Doctoral Training Centre Prof. Johnjoe McFadden Prof. Jim Al-Khalili Theoretical, Computational and Experimental Approaches to Study Quantum Effects in Biology. https://www.surrey.ac.uk/leverhulme-quantum-biology-doctoral-training-centre GraphPad Prism Data input Summary statistics: numerical and graphical Inferential statistics: e.g. t-test and linear regression How to access GraphPad Prism on campus Nearly 100 PCs in the main library to which GraphPad is currently installed. In addition, all the PCs on the ground floor of AP building in teaching labs 1 to 6 also have GraphPad installed. BMS2043 – Statistics and Data Analysis, 2024 GraphPad Prism user guides GraphPad General User Guide: https://www.graphpad.com/guides/prism/latest/user-guide/index.htm GraphPad statistics guide: https://www.graphpad.com/guides/prism/latest/statistics/index.htm GraphPad Curve-fitting guide: https://www.graphpad.com/guides/prism/latest/curve-fitting/index.htm BMS2043 – Statistics and Data Analysis, 2024 Inputting your own data BMS2043 – Statistics and Data Analysis, 2024 The easy way: Open Excel and copy paste the data fields you need. Check also GraphPad Guide: Importing and Exporting data. BMS2043 – Statistics and Data Analysis, 2024 Column plots BMS2043 – Statistics and Data Analysis, 2024 Descriptive statistics Before analysis: testing normality Analysis: Student’s t-test Analysis: Mann-Whitney U test BMS2043 – Statistics and Data Analysis, 2024 Analysis: ANOVA BMS2043 – Statistics and Data Analysis, 2024 Save your work BMS2043 – Statistics and Data Analysis, 2024 Analysis: two-way ANOVA BMS2043 – Statistics and Data Analysis, 2024 Contingency tables Analysis: Chi-square test Correlation BMS2043 – Statistics and Data Analysis, 2024 Analysis: linear regression BMS2043 – Statistics and Data Analysis, 2024 General tips Figure legends: make them descriptive X and Y-axis legends: modify if needed BMS2043 – Statistics and Data Analysis, 2024