Adding command to find p-value to script

Question

Imre 2015-4-20

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/211300-adding-command-to-find-p-value-to-script

回答： Star Strider 2015-4-20

Hello. I need help with a piece of script that I have. I didn't make it myself. I am unable to contact the person who made it at the moment. I wonder if anyone could help me out in here. I understand that those lines calculate the regression values. I was wondering if I could add a line that would also calculate the p-value for my dataset? I understand that the command for finding the p-value is something like [R,P]=CORRCOEF(...) but I wouldn't know how to add that to the script.

for i = 1:nseq
    i;
    fit_data = NEW((i-1)* diff +1:(i)*diff,:);       
    CH4_slope = polyfit(fit_vector(1:end,1),fit_data(1:end,7),Regression_model); % regression stats is rendered as "a b c" parameter.
    yfit_CH4 = polyval (CH4_slope,fit_vector(1:end,1));
    yresid_CH4 = (fit_data(1:end,7)) - yfit_CH4;
    SSresid_CH4 = sum(yresid_CH4.^2);
    SStotal_CH4 = (length(fit_data(1:end,7))-1)* var(fit_data(1:end,7));
    rsg_CH4 = 1 - SSresid_CH4/SStotal_CH4;
%     rsg_CH4_adj = rsg_CH4 * (length(fit_data(1:end,10))-1)/(length(fit_data(1:end,10))-length(CH4_slope)-1);

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Answer 1

Star Strider 2015-4-20

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链接

此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/211300-adding-command-to-find-p-value-to-script#answer_175935

Guessing here, but it looks as though it is calculating the adjusted R² value. I refer you to the Wikipedia article on Coefficient of determination for an explanation.

The p-value is a different discussion. See the ‘See also’ section at the end of that Wikipedia article for links to relevant articles.