Im in second year analytical chemistry and during lecture we have just been going over stat formulas like Standard deviation, Regression, etc and the questions im supposed to do in the textbook are totally foreign. I was wondering if someone could help me out or at least tell me where to start?
Question: A study was done to determine the activation energy EA for a chemical reaction. The rate constant k was determined as a function of temperature T, and the data in the following table were obtained.
Temperature, T, K k,s-
599 0.00054
629 0.0025
647 0.0052
666 0.014
683 0.025
700 0.064
The data should fit a linear model of the form log k = log A - EA/(2.303RT), Where A is preexponential factor and R is the gas constant.
(a) Fit the data to a straight line of the form log k = a - 1000b/T
(b) Find the slope, intercept, and standard error of the estimate.
(c) Noting that E = -b X 2.303R X 1000, find the activation energy and its standard deviation. (Use R = 1.987 cal mol- K-.)
Relevant table of equations:
Function Transformation to linearize Resulting Equation
Exponential: y = bemx y' = ln(y) y' = ln(b) + mx
power: y = bxm y' = log(y), x' = log(x) y' = log(b) + mx'
Reciprocal: y = b+ m(1/x) x'= 1/x y= b + mx'
additional notes: a = intercept, b = slope
much help needed, thanks