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Assessment Question 1 (a).

Use examples on Pages 4-10 as a guide to answer questions on density estimation and smoothing, including fitting and plotting histograms, estimating and plotting density using kernel density estimator, comparing density estimate with normal distribution, and testing if median eruption time is equal to 30.

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Added on  2023-01-19

Assessment Question 1 (a).

Use examples on Pages 4-10 as a guide to answer questions on density estimation and smoothing, including fitting and plotting histograms, estimating and plotting density using kernel density estimator, comparing density estimate with normal distribution, and testing if median eruption time is equal to 30.

   Added on 2023-01-19

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Assessment
Question 1
(a). Rules for Number of Bins and Histograms
Rule Number of Bins
Sturge’s rule 7
Scott’s rule 6
FD rule 8
Histogram According to Sturge’s rule
Histogram According to Scott’s rule
Assessment Question 1 (a)._1
Histogram According to GD rule
(b). Density Plots using Kernel Density Estimators
Gaussian Kernel
NRD
Assessment Question 1 (a)._2
UCV
BCV
Assessment Question 1 (a)._3

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