450: covsel design doc

[danielinteractive]

part of #450

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Unit Tests Summary

    1 files    191 suites   7m 15s ⏱️
  169 tests   154 ✅ 15 💤 0 ❌
1 133 runs  1 117 ✅ 16 💤 0 ❌

Results for commit 36f3b9e.

♻️ This comment has been updated with latest results.

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Unit Test Performance Difference

Test Suite	$Status$	Time on main	$±Time$	$±Tests$	$±Skipped$	$±Failures$	$±Errors$
LongitudinalRandomEffects	💚	$93.29$	$-33.86$	$0$	$0$	$0$	$0$
compile	💚	$7.78$	$-1.21$	$0$	$0$	$0$	$0$
extract_quantities	💚	$9.04$	$-7.29$	$0$	$0$	$0$	$0$
misc_models	💚	$15.40$	$-7.26$	$0$	$0$	$0$	$0$
model_multi_chain	💚	$61.44$	$-48.01$	$0$	$0$	$0$	$0$

Additional test case details

Test Suite	$Status$	Time on main	$±Time$	Test Case
Grid	💚	$112.85$	$-66.46$	Grid_objects_work_with_QuantityGenerator_and_QuantityCollapser
GridPrediction	💚	$119.64$	$-1.29$	GridPrediction_works_as_expected_for_Survival_models
JointModelSamples	💔	$11.68$	$+23.25$	print_works_as_expected_for_JointModelSamples
LongitudinalClaretBruno	💚	$1828.17$	$-1821.16$	LongitudinalClaretBruno_works_as_expected_with_default_arguments
LongitudinalGSF	💚	$1885.77$	$-1877.52$	LongitudinalGSF_works_as_expected_with_default_arguments
LongitudinalQuantiles	💚	$48.05$	$-40.63$	Test_that_LongitudinalQuantities_works_as_expected
LongitudinalRandomEffects	💚	$93.28$	$-33.86$	LongitudinalRandomEffects_works_as_expected
LongitudinalRandomSlope	💚	$76.62$	$-71.75$	Print_method_for_LongitudinalRandomSlope_works_as_expected
LongitudinalSteinFojo	💚	$1800.85$	$-1799.71$	LongitudinalSteinFojo_works_as_expected_with_default_arguments
SimSurvival	💚	$4.51$	$-3.68$	SimSurvivalExponential_creates_a_dataset_with_the_correct_parameter
SurvivalExponential	💚	$33.49$	$-32.74$	Can_load_and_compile_SurvivalExponential_model
SurvivalGamma	💚	$206.59$	$-205.49$	Print_method_for_SurvivalGamma_works_as_expected
SurvivalLoglogistic	💚	$42.70$	$-42.10$	Can_load_and_compile_SurvivalLogLogistic_model
SurvivalQuantities	💚	$97.96$	$-39.74$	SurvivalQuantities_and_autoplot.SurvivalQuantities_works_as_expected
SurvivalWeibullPH	💚	$14.70$	$-13.11$	Print_method_for_SurvivalWeibullPH_works_as_expected
brierScore	💚	$67.17$	$-61.35$	brierScore_SurvivalQuantities_returns_same_results_as_survreg
brms_compare	💚	$362.37$	$-362.30$	jmpost_and_brms_get_similar_loo_for_longitudinal_models
compile	💚	$7.78$	$-1.21$	compileStanModel_doesn_t_error_if_the_directory_doesn_t_exist
extract_quantities	💚	$9.04$	$-7.29$	extract_quantities_works_as_expected
initialValues	💚	$2.81$	$-2.79$	initialValues_works_as_expected
misc_models	💚	$15.40$	$-7.26$	Longitudinal_Model_doesn_t_print_sampler_rejection_messages
model_multi_chain	💚	$61.44$	$-48.01$	Can_recover_known_distribution_parameters_from_random_slope_model_when_using_multiple_chains
populationHR	💚	$30.02$	$-12.34$	populationHR_works_as_expected_for_default_parameters
simulate	💚	$394.18$	$-394.11$	simulate_works_with_default_options
stan_functions	💚	$41.01$	$-27.97$	GSF_SLD_function_works_as_expected

Results for commit c504612

♻️ This comment has been updated with latest results.