MATLAB HELP STANDARD DEVIATION, MEAN, HISTOGRAMS

조회 수: 8 (최근 30일)
BEN MILLER
BEN MILLER 2020년 10월 31일
답변: Meg Noah 2025년 8월 5일
PLEASE LEAVE NOTES SO I MAY UNDERSTAND THE STEPS ON HOW TO FIND THE STANDARD DEVIATION AND MEAN

답변 (2개)

Walter Roberson
Walter Roberson 2020년 10월 31일
mean is mean()
Standard deviation is std()

Meg Noah
Meg Noah 2025년 8월 5일
Try this:
force_lbs = [243,236,389,628,143,417,205,404,464,605,137,123,372,439,...
497,500,535,577,441,231,675,132,196,217,660,569,865,725,547,347];
mean_lbs = mean(force_lbs);
std_lbs = std(force_lbs);
fprintf(1,'Mean force = %f [lbs]\nStandard Deviation force=%f [lbs]\n' ,...
mean_lbs,std_lbs);
Mean force = 417.300000 [lbs] Standard Deviation force=199.789743 [lbs]
edges_lbs = linspace(-3*std_lbs+mean_lbs,3*std_lbs+mean_lbs,13);
histogram(force_lbs,edges_lbs);
% 68% of the population is approx within 1 standard deviation of the mean
x = norminv([(1-0.68)/2 (1-0.68)/2+0.68]);
upper_limit_68 = mean_lbs + x(2)*std_lbs;
lower_limit_68 = mean_lbs + x(1)*std_lbs;
percentage_in_limit_68 = 100* ...
sum(lower_limit_68 <= force_lbs & force_lbs <= upper_limit_68)/numel(force_lbs);
fprintf(1,'%.4f%s are within the normal 68%s limits [%.4f,%.4f] lbs\n', ...
percentage_in_limit_68, ...
'%','%',lower_limit_68,upper_limit_68);
60.0000% are within the normal 68% limits [218.6175,615.9825] lbs
% 96% of the population is approx within 2.1 standard deviation of the mean
x = norminv([(1-0.96)/2 (1-0.96)/2+0.96]);
upper_limit_96 = mean_lbs + x(2)*std_lbs;
lower_limit_96 = mean_lbs + x(1)*std_lbs;
percentage_in_limit_96 = 100* ...
sum(lower_limit_96 <= force_lbs & force_lbs <= upper_limit_96)/numel(force_lbs);
fprintf(1,'%.4f%s are within the normal 96%s limits [%.4f,%.4f] lbs\n', ...
percentage_in_limit_96, ...
'%','%',lower_limit_96,upper_limit_96);
96.6667% are within the normal 96% limits [6.9820,827.6180] lbs

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