So sánh phương pháp

	Kiểm định Tự tương quan Không gian I của Moran	Hệ số tương quan Moment-Tích Pearson
Lĩnh vực	Phân tích không gian	Thống kê
Họ	Regression model	Hypothesis test
Năm ra đời	1950	1895
Người khởi xướng	Patrick A. P. Moran	Karl Pearson
Loại	Global spatial autocorrelation statistic	Parametric correlation
Công trình gốc	Moran, P.A.P. (1950). Notes on Continuous Stochastic Phenomena. Biometrika, 37(1/2), 17–23.	Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Lawrence Erlbaum Associates.
Tên gọi khác	global Moran's I, spatial autocorrelation test, Moran's I Uzamsal Otokorelasyon Testi	pearson r, product-moment correlation, bivariate correlation, Pearson Korelasyon Analizi
Liên quan	5	4
Tóm tắt	Moran's I is a global statistic, introduced by Patrick Moran in 1950, that measures whether and how a continuous variable is spatially autocorrelated across mapped units. A positive value signals clustering of similar values, a negative value signals a dispersed (checkerboard) pattern, and it is most often used as a diagnostic before moving to spatial regression.	The Pearson product-moment correlation coefficient (r) is a parametric measure of the direction and strength of the linear association between two continuous variables. Introduced by Karl Pearson in 1895, it remains the most widely used bivariate correlation statistic in the social, health, and natural sciences. The coefficient ranges from −1 (perfect negative linear relationship) to +1 (perfect positive), with 0 indicating no linear association.