資源簡介
該matlab代碼適用于MK顯著性檢驗。類似于students t test
代碼片段和文件信息
%?Time?Series?Trend?Detection?Tests
%?[?z?sl?lcl?ucl?]?=?trend(?y?dt?)
%?where?z?=?Mann-Kendall?Statistic
%?sl?=?Sen‘s?Slope?Estimate
%?lcl?=?Lower?Confidence?Limit?of?sl
%?ucl?=?Upper?Confidence?Limit?of?sl
%?y?=?Time?Series?of?Data
%?dt?=?Time?Interval?of?Data
%y是待檢測數據序列
function?[?z?sl?lcl?ucl?]?=?mk(?y?)
n?=?length(?y?);
dt=1;
%?Mann-Kendall?Test?for?N?>?40
????%?disp(?‘Mann-Kendall?Test;‘?);
????%?if?n?41
????%?disp(?‘WARNING?-?sould?be?more?than?40?points‘?);
????%?end;
%?calculate?statistic
s?=?0;
for?k?=?1:n-1
????for?j?=?k+1:n
????????s?=?s?+?sign(?y(j)?-?y(k)?);
????end;
end;
%?variance?(?assuming?no?tied?groups?)
v?=?(?n?*?(?n?-?1?)?*?(?2?*?n?+?5?)?)?/?18;
%?test?statistic
if?s?==?0
z?=?0;
elseif?s?>?0
z?=?(?s?-?1?)?/?sqrt(?v?);
else
z?=?(?s?+?1?)?/?sqrt(?v?);
end;?
%?should?calculate?Normal?value?here
nor?=?1.96;
%?results
disp(?[?‘?n?=?‘?num2str
- 上一篇:matlab生成地球格點面積mask
- 下一篇:MPEG-4編碼技術的研究與仿真
評論
共有 條評論