Posted: March 16th, 2022

Please provide all codes, outputs and steps to answer

Please provide all codes, outputs and steps to answer
Please provide all codes, outputs and steps to answer the next questions.use R
Please provide all codes, outputs and steps to answer the next questions. No factors shall be given for an accurate answer with out sufficient documentation of the steps. You might be free to use R or python
– Q1, Utilizing the next coefficient estimates ß ^01 = 1, ß ^11 = Three, ß ^21 = -2, ß ^31 = -2, ß ^02 = four, ß ^12= -5, ß ^22= 2, ß ^32 = 1, ß ^03 = -2, ß ^13 = four, ß ^23 = -1, ß ^33 = -1, plot the estimated curve between X = -Three and X = 5 (four factors).
y_i={¦(ß_01+ß_11 x_i+ß_21 ?x_i?^2+ß_31 ?x_i?^Three+ -e- ,if x_i -1@? ß?_02+ß_12 x_i+ß_22 ?x_i?^2+ß_32 ?x_i?^Three+ -e- , if ?-1=x?_i 2@ß_03+ß_13 x_i+ß_23 ?x_i?^2+ß_33 ?x_i?^Three+ -e- ,if x_i=2)¦
– Q2, Based mostly on the acoustic dataset offered and your capacity to perform 25 ground-truthing samples over the course of your survey, evaluate three survey strategies of their capacity to seize the bathymetric and backscatter vary of values current. Please additionally present the affect of randomization, and be certain that to have plots and/or metrics to help your written clarification
*No factors shall be deducted for utilizing ArcGIS to acquire a polygon.
– Q3, Beginning with the 25 factors generated Q2, calculate the native spatial autocorrelation current of their depth values. Look at how the native spatial autocorrelation modifications in case you had been to double and quadruple your survey efforts. Please be certain that to have plots and/or metrics to help your written clarification
– This fall, based mostly on the steps taken in Q2 and Q3, exhibit the impact of pattern dimension and pattern design on the efficiency of an IWD interpolation of sampled depth values. Please be certain that to have plots and/or metrics to help your written clarification
– Q5, Based mostly on a fuzzy-kmeans classification of the acoustic dataset and greatest 25 ground-truthing samples designed from Q2, determine Three areas for which the acquisition of further floor truthing factors could be particularly priceless. Please be certain that to clarify your reasoning
Bonus
Determine Three areas for which the acquisition of further floor truthing factors could be particularly priceless based mostly on Kriging variance

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