mms: add lecture

1 files changed, 43 insertions, 0 deletions

diff --git a/Year_3/MMS/lecture_20211221.m b/Year_3/MMS/lecture_20211221.m
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+% First, import `regressione_lineare/brakes.txt` as Column vectors
+
+% plot(Speedmph, StoppingDistance, 'o');
+
+p = polyfit(Speedmph, StoppingDistance, 1); 
+f = @(x) p(1)*x + p(2);
+
+x = min(Speedmph)-1:0.1:max(Speedmph)+2;
+y = f(x);
+
+% plot(Speedmph, StoppingDistance, 'o', x, y);
+
+% ---
+% Import `regressione_lineare/boyle.txt` as Column vectors
+x = Height;
+y = Pressure;
+
+xbar = mean(x);
+ybar = mean(y);
+n = length(x);
+
+Sxx = 0.0;
+Syy = 0.0;
+Sxy = 0.0;
+
+for i = 1:1:length(x)
+    Sxx = Sxx + (x(i)-xbar)^2;
+    Syy = Syy + (y(i)-ybar)^2;
+    Sxy = Sxy + (x(i)-xbar) * (y(i)-ybar);
+end
+
+R2 = Sxy^2 / (Sxx*Syy);
+SSRes = (Sxx*Syy - Sxy^2) / Sxx;
+R2Corr = 1 - SSRes/Syy*(n-1)/(n-2);
+
+% Import `regressione_lineare/all-the-efficiency.txt` as Column vectors
+p = polyfit(EfficiencyhiwayMpg, MSRP, 1);
+
+f = @(x) p(1)*x + p(2);
+x = min(EfficiencyhiwayMpg)-1:0.1:max(EfficiencyhiwayMpg)+2;
+y = f(x);
+
+% plot(EfficiencyhiwayMpg, MSRP, 'o', x, y);