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PLEASE SOLVE USING RSTUDIO The effective channel length ( in microns ) is measured for 1 2 2 5 field effect transistors. The data is
PLEASE SOLVE USING RSTUDIO
The effective channel length in microns is measured for field effect transistors. The data is
recorded in CATransistor.csv Use kernel density estimation to find a suitable density estimate
for these data.
a First, generate a density histogram for the length data. Use freqFALSE and breaks
b Then, examine various bandwidths to identify a suitable value using the Gaussian kernel
Justify your choice in writing.
c Examine various kernels to identify a suitable one. Ensure that you also try some of the kernel
options that were not discussed in class. Justify your choice in writing.
d Superimpose the chosen density function on the histogram generated in a
e Overlay a parametric density estimate assuming a Gaussian distribution and comment on its
limitations for these data.The effective channel length in microns is measured for field effect transistors. The data is
recorded in CA Transistor.csv Use kernel density estimation to find a suitable density estimate
for these data.
a First, generate a density histogram for the length data. Use freqFALSE and breaks
b Then, examine various bandwidths to identify a suitable value using the Gaussian kernel
Justify your choice in writing.
c Examine various kernels to identify a suitable one. Ensure that you also try some of the kernel
options that were not discussed in class. Justify your choice in writing.
d Superimpose the chosen density function on the histogram generated in a
e Overlay a parametric density estimate assuming a Gaussian distribution and comment on its
limitations for these data.
PLEASE SOLVE USING RSTUDIO
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