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Fix typos in homework1
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hlingchen authored Oct 19, 2024
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"## Q4: Test the goodness-of-fit (30 marks)\n",
"\n",
"In this task, you will compare how different distributions fit the same dataset and interpret the results using both statistical analyses. \n",
"In this task, you will compare how different distributions fit the same dataset and interpret the results using statistical analyses. \n",
"- Repeat the distribution fitting as in Q2, but this time using a [normal distribution](https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.norm.html) and the Maximum Likelihood method. (5 marks)\n",
"- Use the Kolmogorov-Smirnov (KS) test to evaluate the goodness-of-fit for both the normal distribution and the GEV distribution you obtained in Q2. (Details on the KS test can be found in the [Scipy tutorial](https://xiaoganghe.github.io/python-climate-visuals/chapters/data-analytics/scipy-basic.html)) (10 marks)\n",
"- Based on the KS test results, discuss how well each distribution (Normal and GEV) fits the data. (15 marks)\n",
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