Step 1:
Karl Pearson's coefficient formula is:
\[
r=\frac{\Sigma xy}{\sqrt{\Sigma x^2 \Sigma y^2}}
\]
Thus:
\[
A \rightarrow I
\]
Step 2:
Spearman's rank correlation formula is:
\[
1-\frac{6\Sigma d^2}{n(n^2-1)}
\]
Thus:
\[
B \rightarrow II
\]
Step 3:
\[
\text{Probable Error}=0.6745 \times \frac{1-r^2}{\sqrt{n}}
\]
\[
\text{Standard Error}=\frac{1-r^2}{\sqrt{n}}
\]
Thus:
\[
C \rightarrow III
\]
\[
D \rightarrow IV
\]
Step 4:
Final matching is:
\[
A-I,\; B-II,\; C-III,\; D-IV
\]
Hence, the correct answer is:
\[
\boxed{\text{(1) A-I, B-II, C-III, D-IV}}
\]