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• W3080914894 startingPage "114" @default.
• W3080914894 abstract "Summary The assumption of normality has underlain much of the development of statistics, including spatial statistics, and many tests have been proposed. In this work, we focus on the multivariate setting and first review the recent advances in multivariate normality tests for i.i.d. data, with emphasis on the skewness and kurtosis approaches. We show through simulation studies that some of these tests cannot be used directly for testing normality of spatial data. We further review briefly the few existing univariate tests under dependence (time or space), and then propose a new multivariate normality test for spatial data by accounting for the spatial dependence. The new test utilises the union‐intersection principle to decompose the null hypothesis into intersections of univariate normality hypotheses for projection data, and it rejects the multivariate normality if any individual hypothesis is rejected. The individual hypotheses for univariate normality are conducted using a Jarque–Bera type test statistic that accounts for the spatial dependence in the data. We also show in simulation studies that the new test has a good control of the type I error and a high empirical power, especially for large sample sizes. We further illustrate our test on bivariate wind data over the Arabian Peninsula." @default.
• W3080914894 created "2020-09-01" @default.
• W3080914894 creator A5027166101 @default.
• W3080914894 creator A5087581435 @default.
• W3080914894 date "2022-07-07" @default.
• W3080914894 modified "2023-09-26" @default.
• W3080914894 title "Are You All Normal? It Depends!" @default.
• W3080914894 cites W1516900628 @default.
• W3080914894 cites W1554253427 @default.
• W3080914894 cites W1799689209 @default.
• W3080914894 cites W1967414432 @default.
• W3080914894 cites W1968369631 @default.
• W3080914894 cites W1970957555 @default.
• W3080914894 cites W1971429087 @default.
• W3080914894 cites W1972032974 @default.
• W3080914894 cites W1976985517 @default.
• W3080914894 cites W1979331196 @default.
• W3080914894 cites W1979926620 @default.
• W3080914894 cites W1984837326 @default.
• W3080914894 cites W1985230563 @default.
• W3080914894 cites W1986263287 @default.
• W3080914894 cites W1986364428 @default.
• W3080914894 cites W1989638282 @default.
• W3080914894 cites W1994161336 @default.
• W3080914894 cites W1994884074 @default.
• W3080914894 cites W1997545438 @default.
• W3080914894 cites W1997994784 @default.
• W3080914894 cites W1999176266 @default.
• W3080914894 cites W1999368809 @default.
• W3080914894 cites W2000031724 @default.
• W3080914894 cites W2007683785 @default.
• W3080914894 cites W2014346445 @default.
• W3080914894 cites W2021278218 @default.
• W3080914894 cites W2024741523 @default.
• W3080914894 cites W2029008154 @default.
• W3080914894 cites W2030057222 @default.
• W3080914894 cites W2030628073 @default.
• W3080914894 cites W2031648200 @default.
• W3080914894 cites W2031797820 @default.
• W3080914894 cites W2033263428 @default.
• W3080914894 cites W2033485191 @default.
• W3080914894 cites W2039462903 @default.
• W3080914894 cites W2040850257 @default.
• W3080914894 cites W2041454187 @default.
• W3080914894 cites W2045246746 @default.
• W3080914894 cites W2045568567 @default.
• W3080914894 cites W2046183540 @default.
• W3080914894 cites W2050911569 @default.
• W3080914894 cites W2053357904 @default.
• W3080914894 cites W2060654009 @default.
• W3080914894 cites W2061828617 @default.
• W3080914894 cites W2063730763 @default.
• W3080914894 cites W2067774457 @default.
• W3080914894 cites W2067775840 @default.
• W3080914894 cites W2068065938 @default.
• W3080914894 cites W2069022480 @default.
• W3080914894 cites W2069428197 @default.
• W3080914894 cites W2070330129 @default.
• W3080914894 cites W2077564964 @default.
• W3080914894 cites W2078438223 @default.
• W3080914894 cites W2079558941 @default.
• W3080914894 cites W2079791916 @default.
• W3080914894 cites W2089489762 @default.
• W3080914894 cites W2094345043 @default.
• W3080914894 cites W2097381289 @default.
• W3080914894 cites W2101350696 @default.
• W3080914894 cites W2111765930 @default.
• W3080914894 cites W2123458179 @default.
• W3080914894 cites W2124611503 @default.
• W3080914894 cites W2127380533 @default.
• W3080914894 cites W2129102446 @default.
• W3080914894 cites W2136130867 @default.
• W3080914894 cites W2142225982 @default.
• W3080914894 cites W2156056663 @default.
• W3080914894 cites W2156661350 @default.
• W3080914894 cites W2165569380 @default.
• W3080914894 cites W2257789940 @default.
• W3080914894 cites W2269456039 @default.
• W3080914894 cites W2305485899 @default.
• W3080914894 cites W2319006663 @default.
• W3080914894 cites W2321678803 @default.
• W3080914894 cites W2322520007 @default.
• W3080914894 cites W2331024206 @default.
• W3080914894 cites W2464727076 @default.
• W3080914894 cites W2504109046 @default.
• W3080914894 cites W2564768165 @default.
• W3080914894 cites W2593862915 @default.
• W3080914894 cites W2605440532 @default.
• W3080914894 cites W2620521466 @default.
• W3080914894 cites W2782982820 @default.
• W3080914894 cites W2785799516 @default.
• W3080914894 cites W2795746410 @default.
• W3080914894 cites W2799211855 @default.
• W3080914894 cites W2803707994 @default.
• W3080914894 cites W2898307389 @default.
• W3080914894 cites W2947626232 @default.
• W3080914894 cites W2963513094 @default.
• W3080914894 cites W2964153542 @default.

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