tests/testthat/_snaps/loo_moment_matching.md

loo_moment_match.default warnings work

Code
  loo_moment_match(x, loo_manual, post_draws_test, log_lik_i_test,
    unconstrain_pars_test, log_prob_upars_test, log_lik_i_upars_test, max_iters = 1,
    k_thres = 0.5, split = TRUE, cov = TRUE, cores = 1)
Condition
  Warning:
  The maximum number of moment matching iterations ('max_iters' argument)
      was reached.
  Increasing the value may improve accuracy.
  Warning:
  Some Pareto k diagnostic values are too high. See help('pareto-k-diagnostic') for details.
Output

  Computed from 4000 by 30 log-likelihood matrix.

           Estimate   SE
  elpd_loo    -74.0 18.8
  p_loo        11.7 11.1
  looic       148.0 37.6
  ------
  MCSE of elpd_loo is NA.
  MCSE and ESS estimates assume independent draws (r_eff=1).

  Pareto k diagnostic values:
                           Count Pct.    Min. ESS
  (-Inf, 0.7]   (good)     29    96.7%   3758    
     (0.7, 1]   (bad)       1     3.3%   <NA>    
     (1, Inf)   (very bad)  0     0.0%   <NA>    
  See help('pareto-k-diagnostic') for details.

loo_moment_match.default works

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CQAAAAtzZV9lbHBkX2xvbwAEAAkAAAAIc2VfcF9sb28ABAAJAAAACHNlX2xvb2ljAAAEAgAA
AAEABAAJAAAABGRpbXMAAAANAAAAAgAAD6AAAAAeAAAEAgAAAAEABAAJAAAABWNsYXNzAAAA
EAAAAAMABAAJAAAACHBzaXNfbG9vAAQACQAAABdpbXBvcnRhbmNlX3NhbXBsaW5nX2xvbwAE
AAkAAAADbG9vAAAA/g==

variance and covariance transformations work

WAoAAAACAAQFAAACAwAAAAMTAAAACgAAAg4AAAAGwFKLcIr2U6lAJ7mJXVQ1mEBii3CK9lOp
QDMBFEV6xQ1AJnj9Bj3oV0BDARRFesUNAAAEAgAAAAEABAAJAAAAA2RpbQAAAA0AAAACAAAA
AwAAAAIAAAQCAAAAAQAEAAkAAAAIZGltbmFtZXMAAAATAAAAAgAAABAAAAADAAQACQAAAAhl
bHBkX2xvbwAEAAkAAAAFcF9sb28ABAAJAAAABWxvb2ljAAAAEAAAAAIABAAJAAAACEVzdGlt
YXRlAAQACQAAAAJTRQAAAP4AAAIOAAAAlsA00hUKopC/v/uiIMLHLuy//ssyhve2vL/7Jr8K
SbUAv/sa1cItPhC//8POqw85FL/7JoUvY15YwAA7D8sD/c6//SUayysMjL/8O2Quh638v/0W
mUgAlIC/+xKZXXIQsL/7F40nuPLAv/seLsVhXcC//J23rmyzmMAAIARDWDzAv/srA2aD7MjA
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WL/84rONukOUwAHx9fU/2Fa/+8QvunAEmL/7Fx4TRHXUv/+ZdSn1rdS//Tf3NN2ngD+W4GjR
aryTP5P9k5w+sG4/ayNFdQtzdT+UNR65X0TEP5QzA295mvs/bFTXaJrIOz+U3CtVdiGyP5RR
Ot5s8NI/aT33KWiSfT9pDE2N/1sTP5S2SpsPGnU/lHsSPZvdgj+UhiM2HUpuP5QsiYrA7e4/
aRVFdDks8D9tDHOUss4tP5Sd+c05JPQ/lYiPg3JzFD+UxOlt8wDqP2kMYnIOue0/lBcHGRWx
ez+T/tJ6LYPNP5QNq0mErcY/aVODDQzbTz9pJSlA+yZNP5UHY/IZmJA/lNKlqN7G3T+UO0Qc
JW5GP5QpKO2aIqQ/lK/I/7EmaEAmg6Qr+gHKP5I5hg6AAwA/lTqBKHTFAD+SIcNl86MAP5If
omEDgQA/lvi9WmUhAD+THZI/2f4AP5mPg19ObgA/ktItKsZkAD+SjsiR3esAP5KkmoaHBgA/
khZKaRj3AD+SFGHT2/EAP5Ig3ZVNGAA/kpwrkaAHAD+YCFgsLCIAP5IPS9yzsgA/qlFcWiEQ
gD+RznOE6nMAP5KPYOKjMwA/lmRIfQIhAD+SN2h/dggAP5Xg9zNtrgA/ku5c/6I+AD+SsXhR
Iu0AP6MUf55iiAA/kd0sR7uFAD+SH4L0gRUAP5dfNWv4+gA/kshKi4uJAEBE0hUKopC/QAui
IMLHLuxADssyhve2vEALJr8KSbUAQAsa1cItPhBAD8POqw85FEALJoUvY15YQBA7D8sD/c5A
DSUayysMjEAMO2Quh638QA0WmUgAlIBACxKZXXIQsEALF40nuPLAQAseLsVhXcBADJ23rmyz
mEAQIARDWDzAQAsrA2aD7MhAE1R95vJwGEALdjZ68aYYQAxSR/sGCkhADyevfroaBEALmxSA
eStQQA7m3aUwM2hADVTP19jbWEAM4rONukOUQBHx9fU/2FZAC8QvunAEmEALFx4TRHXUQA+Z
dSn1rdRADTf3NN2ngD/5Fjgy7IjZP7bHI1nATQa/p51R7PmwGD+sHH7uZvEqP6/qoVFau3K/
qA5Hs2wKJj+VYzdWUCsiP7mzNB+LFFy/vdDQDBpFx7+VFeEkxRxeP7F7m5KVODU/pVACJbjF
Jj+jdMHsaW1mP65HVhP0fJm/s2b06ISqEb+kQJCWKzfqP6COIa9BZSQ/zvjmbLoMiD9TIc+d
D8Ugv5o1IjVvHMo/s1oN2T4FLD+3OGyWxNwrP7EIIW+h0fm/uyMfiLLHcb+0y/cCrI9DP8sJ
wPl6FQA/o6KWFvbG6j+0vX2EvGQYP7O2T6sntQo/qCNltsfvAgAABAIAAAH/AAAADQAAAAIA
AAAeAAAABQAABAIAAAL/AAAAEwAAAAIAAAD+AAAAEAAAAAUABAAJAAAACGVscGRfbG9vAAQA
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nVHs+bAYv6TW5Y0JFQu/kWww4vFX5L+oDkezbAomP5VjN1ZQKyI/lNht5+qt4r+90NAMGkXH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loo_moment_match_split works

WAoAAAACAAQFAAACAwAAAAITAAAABAAAAA4AAA+gwCSZfNDtrTLAJQg4rmPuN8AlzHES4hut
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/JjAJ2cdmc2M0sAj28o1eHjbwCWJik13j/HAIjdWtmTwWMAkSvcYglIWwCSh2lNthc3AKEde
wh6wH8Agvy/nPanSwCHuyIm2S7jAJXIQ3UCUf8Ah1ssyi808wCNqIDtFybLAHHTmbfpl8MAi
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wCXjHaCcWd/AJWlkJvQIGcAhpT0vbj1SwCpDNVYyoYvAI1lRmeI5WcAlj8TPjDwowCN68hoz
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yHI0FcAmkZXjW4DewCKeZOo9s6jAJiikV4Dr+cAovKmPSmcNwCgJwX4v0YHAIpY5Y6rTmMAo
FelCsGomwCSQYoY5++7AJhQoo16efcAlMIN0+sxnwCILfNky+bLAFzm5Gkm1eMAjqAvlb6QB
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loo documentation built on July 24, 2026, 9:08 a.m.