Chi-Square in Fraunhofer Approximation Lab Report

In summary, the person is seeking help in calculating the uncertainty for their optics lab experiment using the Fraunhofer approximation. They have plotted their data and it resembles a standard bell curve. They have been advised to use a Chi-Squared test to determine the uncertainty in their measurements and have provided a link for more information on this statistical technique.
  • #1
tedkopel
1
0
Hello there if anyone could help me out with this question I would very much appreciate it. (Note this is my first post)

For my optics lab Fraunhofer(single slit) diffraction patterns were observed(measured distance to screen(x) and had readings for intensity in the y direction.) I converted the y distances into degrees by taking inverse tangent (y/x). So for horizontal values I have my theta and vertical values my intensity. The experiment looks like this

http://physics.wpi.edu/wiki/images/...ffraction.GIF/180px-SingleSlitDiffraction.GIF
<br><img src="http://physics.wpi.edu/wiki/images/thumb/5/5e/SingleSlitDiffraction.GIF/180px-SingleSlitDiffraction.GIF" /><br>


Anyway for my data, when plotted, I had the standard gaussian looking bell curve(i know it isn't a gaussian curve, but right now i can't think of better words to describe this). It looks like this

http://cnx.org/content/m12915/latest/SingleSlitDiffraction__3.png
<br><img src="http://cnx.org/content/m12915/latest/SingleSlitDiffraction__3.png" /> <br>

I was wondering how I calculate the uncertainty for these results. My professor mention a Chi-Square was possible. I don't see how I could calculate the theoretical value, even when I used the value for my experiment maximum intensity at I(0), for this experiment. This is the formula I am using for Fraunhofer approximation

I(ϴ)=I(0) {sin(∏D(sin(ϴ)/λ) / (∏D(sin(ϴ)/λ) )}^2

Where I(0) is the intensity for Ө=0(maximum intensity), λ is the wavelength, and D is the slit width.
 
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  • #2
Any help/suggestions would be great. To calculate the uncertainty in your measurement results, you will need to use a statistical technique, such as a Chi-Squared test. The Chi-Squared test is used to compare your measured values with the theoretical model that you are using (in this case the Fraunhofer approximation). The Chi-Squared test provides a measure of how well the observed data fits the model, and the resulting value can be used to determine the uncertainty in your measurements. You can find more information about the Chi-Squared test here: https://en.wikipedia.org/wiki/Chi-squared_test
 

1. What is Chi-Square in Fraunhofer Approximation Lab Report?

Chi-Square in Fraunhofer Approximation Lab Report is a statistical test used to analyze the relationship between two categorical variables. It is commonly used to determine if there is a significant difference between the observed and expected frequencies in a sample.

2. How is Chi-Square calculated in Fraunhofer Approximation Lab Report?

In Fraunhofer Approximation Lab Report, Chi-Square is calculated by taking the sum of the squared differences between the observed and expected frequencies, divided by the expected frequencies. This calculation is used to determine the overall significance of the relationship between the variables.

3. What is the significance level for Chi-Square in Fraunhofer Approximation Lab Report?

The significance level for Chi-Square in Fraunhofer Approximation Lab Report is typically set at 0.05, meaning that there is a 5% chance that the observed differences between the variables are due to chance. If the p-value is less than 0.05, the relationship between the variables is considered to be statistically significant.

4. What are the assumptions for using Chi-Square in Fraunhofer Approximation Lab Report?

The assumptions for using Chi-Square in Fraunhofer Approximation Lab Report include having a large enough sample size, having independent observations, and having expected frequencies of at least 5 in each category. Violation of these assumptions can affect the accuracy of the results.

5. How is Chi-Square used in Fraunhofer Approximation Lab Report?

In Fraunhofer Approximation Lab Report, Chi-Square is used to determine if there is a significant difference between the expected and observed frequencies in a sample. This can help researchers understand the relationship between two categorical variables and draw conclusions about the population from which the sample was taken.

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