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pi4-uiuc / team1-predict-swir

predicting SWIR spectral radiation
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Plan for the Rest of the Week #7

Open iftikhar8 opened 7 years ago

iftikhar8 commented 7 years ago

Here we propose the following things before we start working with 1/3Hz data set 1) Start writing a report in Latex whatever results we will get on this first data set 2) We have a clean version of all previous files( 20%, 48%, 75%, 95%, and 99%) data now to work with 3) We generate some plots and put it in the latex file 4) Run linear model and explain why it is not a good model 5) Then find a suitable nonlinear model that fit the data well. 6) To find a best nonlinear model, we suggest each one of us pick one nonlinear model and fit the data. At the end, we will then see which model fit the best among all these nonlinear model.

dlebauer commented 7 years ago

note that if you want to combine your analysis / figures in Latex, you can use the 'Sweave' document type, which is like R markdown but R + Latex. (in Rstudio see file --> new file --> R Sweave) ... but if you just want Latex markup for math without the overhead of complex syntax, you can also write equations in markdown using $ for inline and $$ for standalone equations.

iftikhar8 commented 7 years ago

Thank you David.

dileepdev7 commented 7 years ago

Following David's suggestion, I'll try and fit our data to a generalized additive model (gam).