Question 2 A microbiologist exposes 10,000,000 Bacillus subtilis spores to a high level disinfectant for set times to determine a lethality curve and, from that wants to predict exposure times required to kill specific inoculation levels of spores. The data is contained in the file Spores. say, where two variables are listed: mil ● time The exposure time in minutes; ● L10count log10(colony counts). a) Produce a scatter plot of L10count against time. Does there appear to be any correlation between the two variables, and if so describe the relationship? 1 b) Calculate the Pearson product moment correlation coefficient. c) Is the correlation significant? Explain your answer. d) Using time as the independent variable, and L10count as the dependent variable, perform a linear regression on the data. i) What is the equation of the regression line? ii) Explain whether the regression is significant. iii) How much variation does the regression line account for? iv) Use the regression line to determine the time taken for the colony count to drop to half of its initial value.
Question 2 A microbiologist exposes 10,000,000 Bacillus subtilis spores to a high level disinfectant for set times to determine a lethality curve and, from that wants to predict exposure times required to kill specific inoculation levels of spores. The data is contained in the file Spores. say, where two variables are listed: mil ● time The exposure time in minutes; ● L10count log10(colony counts). a) Produce a scatter plot of L10count against time. Does there appear to be any correlation between the two variables, and if so describe the relationship? 1 b) Calculate the Pearson product moment correlation coefficient. c) Is the correlation significant? Explain your answer. d) Using time as the independent variable, and L10count as the dependent variable, perform a linear regression on the data. i) What is the equation of the regression line? ii) Explain whether the regression is significant. iii) How much variation does the regression line account for? iv) Use the regression line to determine the time taken for the colony count to drop to half of its initial value.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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