Contents
Load Data as Matrices
Calculate Std. Devs. and Means of Raw Data
Plot Data
Make figures of raw MCA Output
Lambda Estimation
find estimated lambda for each set of data
Probability Distrubtion Calculations
calculate stuff to plot and compare: poisson pdf 'prediction', gauss pdf 'prediction', and data histogram
Figures
Make some figures: Poisson PDF, Gaussian PDF and Data vs. Number of Events
Goodness of Fit
Compare Std. Devs. of Raw Data with Std. Devs. of Poisson Distribution
In Poisson Distribution, std. deviation is sqrt(lambda). I'd like to check whether this fits the standard deviations of my raw numbers (0 events, 0 events, 1 event, 0 events, 0 events, etc.)
Elapsed time is 17.518618 seconds.
