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, PNAS (Proceedings of the National Academy of Sciences of the United States of America)
, 2020
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, 2024
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, 119(548): 3141-3151
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, 2023
, 35(6): 1491-1510
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, 2023
, 35(1): 104-119
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, 2021
, 116(534): 481-491
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, Journal of Machine Learning Research
, 2022
, 23: 1-7
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, 2024
, (194)107942
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, 2023
, 33(4): 2359-2380
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, Journal of Multivariate Analysis
, 2022
, 189
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, Canadian Journal of Statistics
, 2024
, 52(1): 162-194
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, Journal of statistical software
, 2021
, 97(6): 1-31
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, Journal of statistical software
, 2020
, 94(4): 1-24
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, 2024
, 17(1): 27-37
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, 2023
, 26(3)1
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, 2022
, 12825353
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, Autism Research
, 2021
, 14(1): 102-111
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, 2024
, 54(1): 75-86
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, 2023
, 53: 1-12